diff --git a/.Rbuildignore b/.Rbuildignore
index 819b13428..f0d597f85 100644
--- a/.Rbuildignore
+++ b/.Rbuildignore
@@ -19,6 +19,7 @@
 ^docs$
 ^dsBase_6.4.0.tar.gz$
 ^dsBase_6.4.0-permissive.tar.gz$
-^dsDanger_6.3.1.tar.gz$
+^dsDanger_6.3.4.tar.gz$
 ^\.circleci$
 ^\.circleci/config\.yml$
+^\.github$
diff --git a/.github/.gitignore b/.github/.gitignore
new file mode 100644
index 000000000..2d19fc766
--- /dev/null
+++ b/.github/.gitignore
@@ -0,0 +1 @@
+*.html
diff --git a/.github/workflows/dsBaseClient_test_suite.yaml b/.github/workflows/dsBaseClient_test_suite.yaml
new file mode 100644
index 000000000..17e13f1dc
--- /dev/null
+++ b/.github/workflows/dsBaseClient_test_suite.yaml
@@ -0,0 +1,247 @@
+################################################################################
+# DataSHIELD GHA test suite - dsBaseClient
+# Adapted from `armadillo_azure-pipelines.yml` by Roberto Villegas-Diaz
+#
+# Inside the root directory $(Pipeline.Workspace) will be a file tree like:
+# /dsBaseClient               <- Checked out version of datashield/dsBaseClient
+# /dsBaseClient/logs          <- Where results of tests and logs are collated
+# /testStatus                 <- Checked out version of datashield/testStatus
+#
+# As of Sept. 2025 this takes ~ 95 mins to run.
+################################################################################
+name: dsBaseClient tests' suite
+
+on:
+  push:
+  schedule:
+    - cron: '0 0 * * 6'   # Weekly (on Saturdays @ 0.00)
+
+jobs:
+  dsBaseClient_test_suite:
+    runs-on: ubuntu-latest
+    timeout-minutes: 180
+    permissions:
+      contents: read
+
+    # These should all be constant, except TEST_FILTER. This can be used to test 
+    # subsets of test files in the testthat directory. Options are like:
+    # '*'               <- Run all tests.
+    # 'asNumericDS*'    <- Run all asNumericDS tests, i.e. all the arg, etc. tests.
+    # '*_smk_*'         <- Run all the smoke tests for all functions.
+    env:
+      TEST_FILTER: '_-|datachk-|smk-|arg-|disc-|perf-|smk_expt-|expt-|math-'
+      _r_check_system_clock_: 0
+      WORKFLOW_ID: ${{ github.run_id }}-${{ github.run_attempt }}
+      PROJECT_NAME: dsBaseClient
+      BRANCH_NAME: ${{ github.head_ref || github.ref_name }}
+      REPO_OWNER: ${{ github.repository_owner }}
+      R_KEEP_PKG_SOURCE: yes
+      GITHUB_TOKEN: ${{ github.token || 'placeholder-token' }}
+
+    steps:
+      - name: Checkout dsBaseClient
+        uses: actions/checkout@v4
+        with:
+          path: dsBaseClient
+
+      - name: Checkout testStatus
+        if: ${{ github.actor != 'nektos/act' }} # for local deployment only
+        uses: actions/checkout@v4
+        with:
+          repository: ${{ env.REPO_OWNER }}/testStatus
+          ref: master
+          path: testStatus
+          persist-credentials: false
+          token: ${{ env.GITHUB_TOKEN }}
+
+      - name: Uninstall default MySQL
+        run: |
+          curl https://bazel.build/bazel-release.pub.gpg | sudo apt-key add -
+          sudo service mysql stop || true
+          sudo apt-get update
+          sudo apt-get remove --purge mysql-client mysql-server mysql-common -y
+          sudo apt-get autoremove -y
+          sudo apt-get autoclean -y
+          sudo rm -rf /var/lib/mysql/
+
+      - uses: r-lib/actions/setup-pandoc@v2
+
+      - uses: r-lib/actions/setup-r@v2
+        with:
+          r-version: release
+          http-user-agent: release
+          use-public-rspm: true
+
+      - name: Install R and dependencies
+        run: |
+          sudo apt-get install --no-install-recommends software-properties-common dirmngr -y
+          wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc | sudo tee -a /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc
+          sudo add-apt-repository "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/"
+          sudo apt-get update -qq
+          sudo apt-get upgrade -y
+          sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
+          sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev xml-twig-tools -y
+          sudo R -q -e "install.packages(c('devtools','covr','fields','meta','metafor','ggplot2','gridExtra','data.table','DSI','DSOpal','DSLite','MolgenisAuth','MolgenisArmadillo','DSMolgenisArmadillo','DescTools','e1071'), repos='https://cloud.r-project.org')"
+          sudo R -q -e "devtools::install_github(repo='datashield/dsDangerClient', ref=Sys.getenv('BRANCH_NAME'))"
+
+      - uses: r-lib/actions/setup-r-dependencies@v2
+        with:
+          dependencies: 'c("Imports")'
+          extra-packages: |
+            any::rcmdcheck
+            cran::devtools
+            cran::git2r
+            cran::RCurl
+            cran::readr
+            cran::magrittr
+            cran::xml2
+            cran::purrr
+            cran::dplyr
+            cran::stringr
+            cran::tidyr
+            cran::quarto
+            cran::knitr
+            cran::kableExtra
+            cran::rmarkdown
+            cran::downlit
+          needs: check
+
+      - name: Check manual updated
+        run: |
+          orig_sum=$(find man -type f | sort -u | xargs cat | md5sum)
+          R -q -e "devtools::document()"
+          new_sum=$(find man -type f | sort -u | xargs cat | md5sum)
+          if [ "$orig_sum" != "$new_sum" ]; then
+            echo "Your committed man/*.Rd files are out of sync with the R headers."
+            exit 1
+          fi
+        working-directory: dsBaseClient
+        continue-on-error: true
+
+      - name: Devtools checks
+        run: |
+          R -q -e "devtools::check(args = c('--no-examples', '--no-tests'))" | tee azure-pipelines_check.Rout
+          grep --quiet "^0 errors" azure-pipelines_check.Rout && grep --quiet " 0 warnings" azure-pipelines_check.Rout && grep --quiet " 0 notes" azure-pipelines_check.Rout
+        working-directory: dsBaseClient
+        continue-on-error: true
+
+      - name: Start Armadillo docker-compose
+        run: docker compose -f docker-compose_armadillo.yml up -d --build
+        working-directory: dsBaseClient
+
+      - name: Install test datasets
+        run: |
+          sleep 60
+          R -q -f "molgenis_armadillo-upload_testing_datasets.R"
+        working-directory: dsBaseClient/tests/testthat/data_files
+
+      - name: Install dsBase to Armadillo
+        run: |
+          curl -u admin:admin -X GET http://localhost:8080/packages
+          curl -u admin:admin -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.3.5-permissive.tar.gz" -X POST http://localhost:8080/install-package
+          sleep 60
+          docker restart dsbaseclient-armadillo-1
+          sleep 30
+          curl -u admin:admin -X POST http://localhost:8080/whitelist/dsBase
+        working-directory: dsBaseClient
+
+      - name: Run tests with coverage & JUnit report
+        run: |
+          mkdir -p logs
+          R -q -e "devtools::reload();"
+          R -q -e '
+            write.csv(
+              covr::coverage_to_list(
+                covr::package_coverage(
+                  type = c("none"),
+                  code = c('"'"'
+                    output_file <- file("test_console_output.txt");
+                    sink(output_file);
+                    sink(output_file, type = "message");
+                    junit_rep <- testthat::JunitReporter$new(file = file.path(getwd(), "test_results.xml"));
+                    progress_rep <- testthat::ProgressReporter$new(max_failures = 999999);
+                    multi_rep <- testthat::MultiReporter$new(reporters = list(progress_rep, junit_rep));
+                    options("datashield.return_errors" = FALSE, "default_driver" = "ArmadilloDriver");
+                    testthat::test_package("${{ env.PROJECT_NAME }}", filter = "${{ env.TEST_FILTER }}", reporter = multi_rep, stop_on_failure = FALSE)'"'"'
+                  )
+                )
+              ),
+              "coveragelist.csv"
+            )'
+
+          mv coveragelist.csv logs/
+          mv test_* logs/
+        working-directory: dsBaseClient
+
+      - name: Check for JUnit errors
+        run: |
+          issue_count=$(sed 's/failures="0" errors="0"//' test_results.xml | grep -c errors= || true)
+          echo "Number of testsuites with issues: $issue_count"
+          sed 's/failures="0" errors="0"//' test_results.xml | grep errors= > issues.log || true
+          cat issues.log || true
+          # continue with workflow even when some tests fail
+          exit 0
+        working-directory: dsBaseClient/logs
+
+      - name: Write versions to file
+        run: |
+          echo "branch:${{ env.BRANCH_NAME }}" > ${{ env.WORKFLOW_ID }}.txt
+          echo "os:$(lsb_release -ds)" >> ${{ env.WORKFLOW_ID }}.txt
+          echo "R:$(R --version | head -n1)" >> ${{ env.WORKFLOW_ID }}.txt
+          Rscript --vanilla -e 'sessionInfo()' >> session_info_${{ env.WORKFLOW_ID }}.txt
+        working-directory: dsBaseClient/logs
+
+      - name: Parse results from testthat and covr
+        run: |
+          Rscript --verbose --vanilla ../testStatus/source/parse_test_report.R logs/ logs/ https://github.com/datashield/${{ env.PROJECT_NAME }}/blob/${{ env.BRANCH_NAME }} '([^:]+)' '(?<=::)[^:]+(?=::)'
+        working-directory: dsBaseClient  
+        env:
+          PROJECT_NAME: ${{ env.PROJECT_NAME }}
+          BRANCH_NAME: ${{ env.BRANCH_NAME }}
+        
+      - name: Render report
+        run: |
+          cd testStatus
+
+          mkdir -p new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          mkdir -p new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          mkdir -p new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest/
+
+          # Copy logs to new logs directory location
+          cp -rv ../dsBaseClient/logs/* new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+          cp -rv ../dsBaseClient/logs/${{ env.WORKFLOW_ID }}.txt new/logs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/
+
+          R -e 'input_dir <- file.path("../new/logs", Sys.getenv("PROJECT_NAME"), Sys.getenv("BRANCH_NAME"), Sys.getenv("WORKFLOW_ID")); quarto::quarto_render("source/test_report.qmd", execute_params = list(input_dir = input_dir))'
+          mv source/test_report.html new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/index.html
+          cp -r new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/${{ env.WORKFLOW_ID }}/* new/docs/${{ env.PROJECT_NAME }}/${{ env.BRANCH_NAME }}/latest
+
+        env:
+          PROJECT_NAME: ${{ env.PROJECT_NAME }}
+          BRANCH_NAME: ${{ env.BRANCH_NAME }}
+          WORKFLOW_ID: ${{ env.WORKFLOW_ID }}
+
+      - name: Upload test logs
+        uses: actions/upload-artifact@v4
+        with:
+          name: dsbaseclient-logs
+          path: testStatus/new
+
+      - name: Dump environment info
+        run: |
+          echo -e "\n#############################"
+          echo -e "ls /: ######################"
+          ls -al .
+          echo -e "\n#############################"
+          echo -e "lscpu: ######################"
+          lscpu
+          echo -e "\n#############################"
+          echo -e "memory: #####################"
+          free -m
+          echo -e "\n#############################"
+          echo -e "env: ########################"
+          env
+          echo -e "\n#############################"
+          echo -e "R sessionInfo(): ############"
+          R -e 'sessionInfo()'
+          sudo apt install tree -y
+          tree .
diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml
new file mode 100644
index 000000000..bfc9f4db3
--- /dev/null
+++ b/.github/workflows/pkgdown.yaml
@@ -0,0 +1,49 @@
+# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples
+# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help
+on:
+  push:
+    branches: [main, master]
+  pull_request:
+  release:
+    types: [published]
+  workflow_dispatch:
+
+name: pkgdown.yaml
+
+permissions: read-all
+
+jobs:
+  pkgdown:
+    runs-on: ubuntu-latest
+    # Only restrict concurrency for non-PR jobs
+    concurrency:
+      group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }}
+    env:
+      GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: r-lib/actions/setup-pandoc@v2
+
+      - uses: r-lib/actions/setup-r@v2
+        with:
+          use-public-rspm: true
+
+      - uses: r-lib/actions/setup-r-dependencies@v2
+        with:
+          extra-packages: any::pkgdown, local::.
+          needs: website
+
+      - name: Build site
+        run: pkgdown::build_site_github_pages(new_process = FALSE, install = FALSE)
+        shell: Rscript {0}
+
+      - name: Deploy to GitHub pages 🚀
+        if: github.event_name != 'pull_request'
+        uses: JamesIves/github-pages-deploy-action@v4.5.0
+        with:
+          clean: false
+          branch: gh-pages
+          folder: docs
diff --git a/DESCRIPTION b/DESCRIPTION
index 882df32ca..0a3e7fbb5 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,23 +1,27 @@
 Package: dsBaseClient
-Title: DataSHIELD Client Functions
+Title: 'DataSHIELD' Client Side Base Functions
 Version: 6.4.0.9000
-Description: Base DataSHIELD functions for the client side. DataSHIELD is a software package which allows
-    you to do non-disclosive federated analysis on sensitive data. DataSHIELD analytic functions have
+Description: Base 'DataSHIELD' functions for the client side. 'DataSHIELD' is a software package which allows
+    you to do non-disclosive federated analysis on sensitive data. 'DataSHIELD' analytic functions have
     been designed to only share non disclosive summary statistics, with built in automated output
     checking based on statistical disclosure control. With data sites setting the threshold values for
-    the automated output checks.
+    the automated output checks. For more details, see citation("dsBaseClient").
 Authors@R: c(person(given = "Paul",
                     family = "Burton",
-                    role = c("aut")),
+                    role = c("aut"),
+                    comment = c(ORCID = "0000-0001-5799-9634")),
              person(given = "Rebecca",
                     family = "Wilson",
-                    role = c("aut")),
+                    role = c("aut"),
+                    comment = c(ORCID = "0000-0003-2294-593X")),
              person(given = "Olly",
                     family = "Butters",
-                    role = c("aut")),
+                    role = c("aut"),
+                    comment = c(ORCID = "0000-0003-0354-8461")),
              person(given = "Patricia",
                     family = "Ryser-Welch",
-                    role = c("aut")),
+                    role = c("aut"),
+                    comment = c(ORCID = "0000-0002-0070-0264")),
              person(given = "Alex",
                     family = "Westerberg",
                     role = c("aut")),
@@ -37,6 +41,17 @@ Authors@R: c(person(given = "Paul",
                     role = c("aut"),
                     email = "yannick.marcon@obiba.org",
                     comment = c(ORCID = "0000-0003-0138-2023")),
+             person(given = "Tom",
+                    family = "Bishop",
+                    role = c("aut")),
+             person(given = "Amadou",
+                    family = "Gaye",
+                    role = c("aut"),
+                    comment = c(ORCID = "0000-0002-1180-2792")),
+             person(given = "Xavier",
+                    family = "Escribà-Montagut",
+                    role = c("aut"),
+                    comment = c(ORCID = "0000-0003-2888-8948")),
              person(given = "Stuart",
                     family = "Wheater",
                     role = c("aut", "cre"),
@@ -58,6 +73,7 @@ Imports:
 Suggests:
     lme4,
     httr,
+    spelling,
     tibble,
     testthat,
     e1071,
@@ -65,5 +81,6 @@ Suggests:
     DSOpal,
     DSMolgenisArmadillo,
     DSLite
-RoxygenNote: 7.3.2
+RoxygenNote: 7.3.3
 Encoding: UTF-8
+Language: en-GB
diff --git a/NAMESPACE b/NAMESPACE
index d737d5e6a..3bfe6e6e5 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -1,6 +1,5 @@
 # Generated by roxygen2: do not edit by hand
 
-export(computeWeightedMeans)
 export(ds.Boole)
 export(ds.abs)
 export(ds.asCharacter)
@@ -73,6 +72,7 @@ export(ds.matrixDimnames)
 export(ds.matrixInvert)
 export(ds.matrixMult)
 export(ds.matrixTranspose)
+export(ds.mdPattern)
 export(ds.mean)
 export(ds.meanByClass)
 export(ds.meanSdGp)
@@ -104,6 +104,8 @@ export(ds.seq)
 export(ds.setSeed)
 export(ds.skewness)
 export(ds.sqrt)
+export(ds.subset)
+export(ds.subsetByClass)
 export(ds.summary)
 export(ds.table)
 export(ds.table1D)
diff --git a/R/computeWeightedMeans.R b/R/computeWeightedMeans.R
index 0f04fc915..1284ffc08 100644
--- a/R/computeWeightedMeans.R
+++ b/R/computeWeightedMeans.R
@@ -9,9 +9,11 @@
 #' @param variables character name of the variable(s) to focus on. The variables must be in the data.table
 #' @param weight character name of the data.table column that contains a weight. 
 #' @param by character vector of the columns to group by
+#' @return Returns a data table object with computed weighted means.
+#'
 #' @import data.table
 #' @importFrom stats as.formula na.omit ts weighted.mean
-#' @export
+#' @keywords internal
 computeWeightedMeans <- function(data_table, variables, weight, by) {
   
   if (is.null(weight)) {
diff --git a/R/ds.asFactor.R b/R/ds.asFactor.R
index 476f00f85..8e5fbd090 100644
--- a/R/ds.asFactor.R
+++ b/R/ds.asFactor.R
@@ -48,7 +48,7 @@
 #' \code{baseline.level = 1} and \code{forced.factor.levels = c(1,2,3,4,5)}. 
 #' The input vector is converted to the following matrix of dummy variables: 
 #'
-#' \tabular{rrrrr}{
+#' \tabular{rrrr}{
 #'   \strong{DV2} \tab \strong{DV3} \tab \strong{DV4} \tab \strong{DV5} \cr
 #'     0   \tab  0  \tab  0  \tab  0\cr
 #'     1   \tab  0  \tab  0  \tab  0\cr
diff --git a/R/ds.asNumeric.R b/R/ds.asNumeric.R
index 7b4da435e..3e2b445fa 100644
--- a/R/ds.asNumeric.R
+++ b/R/ds.asNumeric.R
@@ -5,7 +5,7 @@
 #' @details This function is based on the native R function \code{as.numeric}.
 #' However, it behaves differently with some specific classes of variables. For example, if the input 
 #' object is of class factor, it first converts its values into characters and then convert those to
-#' numerics. This behavior is important for the case where the input object is of class factor having
+#' numerics. This behaviour is important for the case where the input object is of class factor having
 #' numbers as levels. In that case, the native R 
 #' \code{as.numeric} function returns the underlying level codes and not the values as numbers. 
 #' For example \code{as.numeric} in R converts the factor vector: \cr
diff --git a/R/ds.cbind.R b/R/ds.cbind.R
index d943e0175..e21cb961c 100644
--- a/R/ds.cbind.R
+++ b/R/ds.cbind.R
@@ -157,7 +157,7 @@ ds.cbind <- function(x=NULL, DataSHIELD.checks=FALSE, force.colnames=NULL, newob
         }
         colNames <- unlist(colNames)
         if(anyDuplicated(colNames) != 0){
-          cat("\n Warning: Some column names in study", j, "are duplicated and a suffix '.k' will be added to the kth replicate \n")
+          message("\n Warning: Some column names in study", j, "are duplicated and a suffix '.k' will be added to the kth replicate \n")
         }  
       }  
     } 
@@ -198,7 +198,7 @@ ds.cbind <- function(x=NULL, DataSHIELD.checks=FALSE, force.colnames=NULL, newob
       next.class <- DSI::datashield.aggregate(datasources[std], calltext1)
       class.vector <- c(class.vector, next.class[[1]])
       if (notify.of.progress){
-        cat("\n",j," of ", length(x), " elements to combine in step 1 of 2 in study ", std, "\n")
+        message("\n",j," of ", length(x), " elements to combine in step 1 of 2 in study ", std, "\n")
       }  
     }
     for(j in 1:length(x)){
@@ -206,14 +206,14 @@ ds.cbind <- function(x=NULL, DataSHIELD.checks=FALSE, force.colnames=NULL, newob
       if(class.vector[j]!="data.frame" && class.vector[j]!="matrix"){
         colname.vector <- c(colname.vector, test.df)
         if (notify.of.progress){
-          cat("\n",j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
+          message("\n",j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
         }  
       }else{
         calltext2 <- call('colnamesDS', test.df)
         df.names <- DSI::datashield.aggregate(datasources[std], calltext2)
         colname.vector <- c(colname.vector, df.names[[1]])
         if (notify.of.progress){
-          cat("\n", j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
+          message("\n", j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
         }  
       }
     }
@@ -221,7 +221,7 @@ ds.cbind <- function(x=NULL, DataSHIELD.checks=FALSE, force.colnames=NULL, newob
   }
     
   if (notify.of.progress){
-    cat("\nBoth steps in all studies completed\n")
+    message("\nBoth steps in all studies completed\n")
   }
     
   # prepare name vectors for transmission
diff --git a/R/ds.colnames.R b/R/ds.colnames.R
index a4b98b1ad..a9e802523 100644
--- a/R/ds.colnames.R
+++ b/R/ds.colnames.R
@@ -1,51 +1,51 @@
 #'
 #' @title Produces column names of the R object in the server-side
-#' @description Retrieves column names of an R object on the server-side.  
+#' @description Retrieves column names of an R object on the server-side.
 #' This function is similar to R function \code{colnames}.
-#' @details The input is restricted to the object of type \code{data.frame} or \code{matrix}. 
-#' 
+#' @details The input is restricted to the object of type \code{data.frame} or \code{matrix}.
+#'
 #' Server function called: \code{colnamesDS}
 #' @param x a character string providing the name of the input data frame or matrix.
-#' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. 
+#' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login.
 #' If the \code{datasources} argument is not specified
 #' the default set of connections will be used: see \code{\link[DSI]{datashield.connections_default}}.
-#' @return \code{ds.colnames} returns the column names of 
-#' the specified server-side data frame or matrix. 
+#' @return \code{ds.colnames} returns the column names of
+#' the specified server-side data frame or matrix.
 #' @author DataSHIELD Development Team
 #' @seealso \code{\link{ds.dim}} to obtain the dimensions of a matrix or a data frame.
-#' @examples 
+#' @examples
 #' \dontrun{
-#' 
+#'
 #'   ## Version 6, for version 5 see the Wiki
 #'   # Connecting to the Opal servers
-#' 
+#'
 #'   require('DSI')
 #'   require('DSOpal')
 #'   require('dsBaseClient')
-#' 
+#'
 #'   builder <- DSI::newDSLoginBuilder()
-#'   builder$append(server = "study1", 
-#'                  url = "http://192.168.56.100:8080/", 
-#'                  user = "administrator", password = "datashield_test&", 
+#'   builder$append(server = "study1",
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
 #'                  table = "CNSIM.CNSIM1", driver = "OpalDriver")
-#'   builder$append(server = "study2", 
-#'                  url = "http://192.168.56.100:8080/", 
-#'                  user = "administrator", password = "datashield_test&", 
+#'   builder$append(server = "study2",
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
 #'                  table = "CNSIM.CNSIM2", driver = "OpalDriver")
 #'   builder$append(server = "study3",
-#'                  url = "http://192.168.56.100:8080/", 
-#'                  user = "administrator", password = "datashield_test&", 
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
 #'                  table = "CNSIM.CNSIM3", driver = "OpalDriver")
 #'   logindata <- builder$build()
-#'   
+#'
 #'   # Log onto the remote Opal training servers
-#'   connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D") 
-#' 
+#'   connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
+#'
 #'   # Getting column names of the R objects stored in the server-side
 #'   ds.colnames(x = "D",
 #'               datasources = connections[1]) #only the first server ("study1") is used
 #'   # Clear the Datashield R sessions and logout
-#'   datashield.logout(connections) 
+#'   datashield.logout(connections)
 #' }
 #' @export
 #'
@@ -65,17 +65,6 @@ ds.colnames <- function(x=NULL, datasources=NULL) {
     stop("Please provide the name of a data.frame or matrix!", call.=FALSE)
   }
 
-  # check if the input object(s) is(are) defined in all the studies
-  defined <- isDefined(datasources, x)
-
-  # call the internal function that checks the input object is of the same class in all studies.
-  typ <- checkClass(datasources, x)
-
-  # if the input object is not a matrix or a dataframe stop
-  if(!('data.frame' %in% typ) & !('matrix' %in% typ)){
-    stop("The input vector must be of type 'data.frame' or a 'matrix'!", call.=FALSE)
-  }
-
   cally <- call("colnamesDS", x)
   column_names <- DSI::datashield.aggregate(datasources, cally)
 
diff --git a/R/ds.contourPlot.R b/R/ds.contourPlot.R
index 4e195e48b..f1fbb3bd8 100644
--- a/R/ds.contourPlot.R
+++ b/R/ds.contourPlot.R
@@ -120,6 +120,10 @@ ds.contourPlot <- function(x=NULL, y=NULL, type='combine', show='all', numints=2
     stop("y=NULL. Please provide the names of two numeric vectors!", call.=FALSE)
   }
   
+  # Save par and setup reseting of par values
+  old_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(old_par), add = TRUE)
+
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)
   isDefined(datasources, y)
diff --git a/R/ds.corTest.R b/R/ds.corTest.R
index 38fffceb9..3c9e42a81 100644
--- a/R/ds.corTest.R
+++ b/R/ds.corTest.R
@@ -10,7 +10,7 @@
 #' used for the test. One of "pearson", "kendall", or "spearman", can be abbreviated. 
 #' Default is set to "pearson".
 #' @param exact a logical indicating whether an exact p-value should be computed. Used for
-#' Kendall's tau and Spearman's rho. See ‘Details’ of R stats function \code{cor.test} for
+#' Kendall's tau and Spearman's rho. See \emph{Details} of R stats function \code{cor.test} for
 #' the meaning of NULL (the default).
 #' @param conf.level confidence level for the returned confidence interval. Currently
 #' only used for the Pearson product moment correlation coefficient if there are at least
diff --git a/R/ds.dataFrame.R b/R/ds.dataFrame.R
index 5837747c6..eeddcdd90 100644
--- a/R/ds.dataFrame.R
+++ b/R/ds.dataFrame.R
@@ -137,7 +137,7 @@ ds.dataFrame <- function(x=NULL, row.names=NULL, check.rows=FALSE, check.names=T
         }
         colNames <- unlist(colNames)
         if(anyDuplicated(colNames) != 0){
-          cat("\n Warning: Some column names in study", j, "are duplicated and a suffix '.k' will be added to the kth replicate \n")
+          message("\n Warning: Some column names in study", j, "are duplicated and a suffix '.k' will be added to the kth replicate \n")
         }  
       }  
     } 
@@ -178,7 +178,7 @@ ds.dataFrame <- function(x=NULL, row.names=NULL, check.rows=FALSE, check.names=T
       next.class <- DSI::datashield.aggregate(datasources[std], calltext1)
       class.vector <- c(class.vector, next.class[[1]])
       if (notify.of.progress){
-        cat("\n",j," of ", length(x), " elements to combine in step 1 of 2 in study ", std, "\n")
+        message("\n",j," of ", length(x), " elements to combine in step 1 of 2 in study ", std, "\n")
       }  
     }
     for(j in 1:length(x)){
@@ -186,14 +186,14 @@ ds.dataFrame <- function(x=NULL, row.names=NULL, check.rows=FALSE, check.names=T
       if(class.vector[j]!="data.frame" && class.vector[j]!="matrix"){
         colname.vector <- c(colname.vector, test.df)
         if (notify.of.progress){
-          cat("\n",j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
+          message("\n",j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
         }  
       }else{
         calltext2 <- call('colnamesDS', test.df)
         df.names <- DSI::datashield.aggregate(datasources[std], calltext2)
         colname.vector <- c(colname.vector, df.names[[1]])
         if (notify.of.progress){
-          cat("\n", j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
+          message("\n", j," of ", length(x), " elements to combine in step 2 of 2 in study ", std, "\n")
         }  
       }
     }
@@ -201,7 +201,7 @@ ds.dataFrame <- function(x=NULL, row.names=NULL, check.rows=FALSE, check.names=T
   }
   
   if (notify.of.progress){
-    cat("\nBoth steps in all studies completed\n")
+    message("\nBoth steps in all studies completed\n")
   }
   
   # prepare vectors for transmission
diff --git a/R/ds.dataFrameSubset.R b/R/ds.dataFrameSubset.R
index 46878520b..1ae6278db 100644
--- a/R/ds.dataFrameSubset.R
+++ b/R/ds.dataFrameSubset.R
@@ -12,7 +12,7 @@
 #' 
 #' Server functions called: \code{dataFrameSubsetDS1} and \code{dataFrameSubsetDS2}
 #' 
-#' @param df.name a character string providing the name of the data frame to be subseted. 
+#' @param df.name a character string providing the name of the data frame to be subset. 
 #' @param V1.name  A character string specifying the name of the vector 
 #' to which the Boolean operator is to be applied to define the subset.
 #' For more information see details. 
@@ -231,13 +231,13 @@ if(!is.null(rm.cols)){
         if (notify.of.progress)
 	{
             if(num.messages==1){
-	        cat("\nSource",s,"\n",return.warning.message[[s]][[1]],"\n")
+	        message("\nSource",s,"\n",return.warning.message[[s]][[1]],"\n")
 	    }else{
-	        cat("\nSource",s,"\n")
+	        message("\nSource",s,"\n")
 		for(m in 1:(num.messages-1)){
-		    cat(return.warning.message[[s]][[m]],"\n")
+		    message(return.warning.message[[s]][[m]],"\n")
                 }
-                cat(return.warning.message[[s]][[num.messages]],"\n")
+                message(return.warning.message[[s]][[num.messages]],"\n")
 	    }
         }
     }
diff --git a/R/ds.dmtC2S.R b/R/ds.dmtC2S.R
index 1f91efbfe..085d198fb 100644
--- a/R/ds.dmtC2S.R
+++ b/R/ds.dmtC2S.R
@@ -29,7 +29,7 @@
 #' wish to change the connections you wish to use by default the call
 #' datashield.connections_default('opals.a') will set 'default.connections'
 #' to be 'opals.a' and so in the absence of specific instructions to the contrary
-#' (e.g. by specifiying a particular dataset to be used via the <datasources>
+#' (e.g. by specifying a particular dataset to be used via the <datasources>
 #' argument) all subsequent function calls will be to the datasets held in opals.a.
 #' If the <datasources> argument is specified, it should be set without
 #' inverted commas: e.g. datasources=opals.a or datasources=default.connections.
@@ -93,7 +93,7 @@ if(dplyr::is.tbl(dfdata))
 		
   if(!is.matrix(dfdata) && !is.data.frame(dfdata) && !dplyr::is.tbl(dfdata))
 	{
-	   cat("\n            FAILED: <dfdata> must either be a data.frame, matrix or tibble")	
+	   message("\n            FAILED: <dfdata> must either be a data.frame, matrix or tibble")	
        return('Please respecify')
 	}
 
diff --git a/R/ds.elspline.R b/R/ds.elspline.R
index c4a2bbdd8..01ddca05b 100644
--- a/R/ds.elspline.R
+++ b/R/ds.elspline.R
@@ -13,7 +13,7 @@
 #' @param x the name of the input numeric variable
 #' @param n integer greater than 2, knots are computed such that they cut n equally-spaced
 #' intervals along the range of x
-#' @param marginal logical, how to parametrize the spline, see Details
+#' @param marginal logical, how to parametrise the spline, see Details
 #' @param names character, vector of names for constructed variables
 #' @param newobj a character string that provides the name for the output 
 #' variable that is stored on the data servers. Default \code{elspline.newobj}. 
diff --git a/R/ds.extractQuantiles.R b/R/ds.extractQuantiles.R
index ba39dd51c..4068f8f3b 100644
--- a/R/ds.extractQuantiles.R
+++ b/R/ds.extractQuantiles.R
@@ -224,7 +224,7 @@ datasources.in.current.function<-datasources
   #CALL CLIENTSIDE FUNCTION ds.dmtC2S TO RETURN final.quantile.df TO SERVERSIDE
   dsBaseClient::ds.dmtC2S(dfdata=final.quantile.df,newobj="final.quantile.df",datasources = datasources.in.current.function)
 
-  cat("\n\n\n"," FINAL RANKING PROCEDURES COMPLETE:
+  message("\n\n\n"," FINAL RANKING PROCEDURES COMPLETE:
   PRIMARY RANKING OUTPUT IS IN DATA FRAME",extract.summary.output.ranks.df,
 "
   WHICH IS SORTED BY",extract.ranks.sort.by," AND HAS BEEN
diff --git a/R/ds.forestplot.R b/R/ds.forestplot.R
index 3b4873875..e1bc21c13 100644
--- a/R/ds.forestplot.R
+++ b/R/ds.forestplot.R
@@ -1,15 +1,16 @@
 #' @title Forestplot for SLMA models
-#' @description Draws a foresplot of the coefficients for Study-Level Meta-Analysis performed with
+#' @description Draws a forestplot of the coefficients for Study-Level Meta-Analysis performed with
 #' DataSHIELD
 #'
-#' @param mod \code{list} List outputed by any of the SLMA models of DataSHIELD (\code{ds.glmerSLMA}, 
+#' @param mod \code{list} List outputted by any of the SLMA models of DataSHIELD (\code{ds.glmerSLMA}, 
 #' \code{ds.glmSLMA}, \code{ds.lmerSLMA})
-#' @param variable \code{character} (default \code{NULL}) Variable to meta-analyze and visualize, by setting this 
+#' @param variable \code{character} (default \code{NULL}) Variable to meta-analyse and visualise, by setting this 
 #' argument to \code{NULL} (default) the first independent variable will be used.
 #' @param method \code{character} (Default \code{"ML"}) Method to estimate the between study variance. 
 #' See details from \code{?meta::metagen} for the different options.
 #' @param layout \code{character} (default \code{"JAMA"}) Layout of the plot. 
 #' See details from \code{?meta::metagen} for the different options.
+#' @return Results a foresplot object created with `meta::forest`.
 #'
 #' @export
 #'
diff --git a/R/ds.glm.R b/R/ds.glm.R
index 13cba2d96..8b1dbceb7 100644
--- a/R/ds.glm.R
+++ b/R/ds.glm.R
@@ -343,10 +343,10 @@ ds.glm <- function(formula=NULL, data=NULL, family=NULL, offset=NULL, weights=NU
   # to provide name of offset or weights variable
   if(sum(as.numeric(grepl('offset', formula, ignore.case=TRUE)))>0 ||
      sum(as.numeric(grepl('weights', formula, ignore.case=TRUE)))>0){
-       cat("\n\n WARNING: you may have specified an offset or regression weights")
-       cat("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
-       cat("\n you must specify an offset or weights separately from the formula")
-       cat("\n using the offset or weights argument.\n\n")
+       message("\n\n WARNING: you may have specified an offset or regression weights")
+       message("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
+       message("\n you must specify an offset or weights separately from the formula")
+       message("\n using the offset or weights argument.\n\n")
 	}
 
   formula <- stats::as.formula(formula)
@@ -451,12 +451,12 @@ ds.glm <- function(formula=NULL, data=NULL, family=NULL, offset=NULL, weights=NU
             "Any values of 1 in the following tables denote potential disclosure risks\n",
 		        "please use the argument <datasources> to include only valid studies.\n",
 		        "Errors by study are as follows:\n")
-		print(as.matrix(y.invalid))
-		print(as.matrix(Xpar.invalid))
-		print(as.matrix(w.invalid))
-		print(as.matrix(o.invalid))
-		print(as.matrix(glm.saturation.invalid))
-		print(as.matrix(errorMessage))
+		message(as.matrix(y.invalid))
+		message(as.matrix(Xpar.invalid))
+		message(as.matrix(w.invalid))
+		message(as.matrix(o.invalid))
+		message(as.matrix(glm.saturation.invalid))
+		message(as.matrix(errorMessage))
 
 	  return(list(
       		    output.blocked.information.1,
diff --git a/R/ds.glmPredict.R b/R/ds.glmPredict.R
index ff0d7647e..96dfc792c 100644
--- a/R/ds.glmPredict.R
+++ b/R/ds.glmPredict.R
@@ -91,7 +91,7 @@
 #' wish to change the connections you wish to use by default the call
 #' datashield.connections_default('opals.a') will set 'default.connections'
 #' to be 'opals.a' and so in the absence of specific instructions to the contrary
-#' (e.g. by specifiying a particular dataset to be used via the <datasources>
+#' (e.g. by specifying a particular dataset to be used via the <datasources>
 #' argument) all subsequent function calls will be to the datasets held in opals.a.
 #' If the <datasources> argument is specified, it should be set without
 #' inverted commas: e.g. datasources=opals.a or datasources=default.connections.
@@ -116,7 +116,7 @@
 #' the name - if one was specified - of the dataframe being used as the basis for predictions,
 #' the output.type specified ('link', 'response' or 'terms'), the value of the
 #' dispersion parameter if one had been specified and the residual scale parameter (which is
-#' multipled by sqrt(dispersion parameter) if one has been set). If output.type = 'terms',
+#' multiplied by sqrt(dispersion parameter) if one has been set). If output.type = 'terms',
 #' the summary statistics for the fit and se.fit vectors are replaced by equivalent
 #' summary statistics for each column in fit and se.fit matrices which each have k columns
 #' if k terms are being summarised.
diff --git a/R/ds.glmSLMA.R b/R/ds.glmSLMA.R
index 1645b1548..c83eb629b 100644
--- a/R/ds.glmSLMA.R
+++ b/R/ds.glmSLMA.R
@@ -263,7 +263,7 @@
 #' them into their meta-analysis package of choice.
 #' @return \code{is.object.created} and \code{validity.check} are standard
 #' items returned by an assign function when the designated newobj appears to have
-#' been successfuly created on the serverside at each study. This output is
+#' been successfully created on the serverside at each study. This output is
 #' produced specifically by the assign function \code{glmSLMADS.assign} that writes
 #' out the glm object on the serverside 
 #' @author Paul Burton, for DataSHIELD Development Team 07/07/20
@@ -398,10 +398,10 @@ ds.glmSLMA<-function(formula=NULL, family=NULL, offset=NULL, weights=NULL, combi
     if(sum(as.numeric(grepl('offset', formula, ignore.case=TRUE)))>0 ||
        sum(as.numeric(grepl('weights', formula, ignore.case=TRUE)))>0)
 {
-       cat("\n\n WARNING: you may have specified an offset or regression weights")
-       cat("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
-       cat("\n you must specify an offset or weights separately from the formula")
-       cat("\n using the offset or weights argument.\n\n")
+       message("\n\n WARNING: you may have specified an offset or regression weights")
+       message("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
+       message("\n you must specify an offset or weights separately from the formula")
+       message("\n using the offset or weights argument.\n\n")
 }
 
   formula <- stats::as.formula(formula)
@@ -617,7 +617,7 @@ if(at.least.one.study.data.error)
 		}
 
    if (notify.of.progress) {
-       cat("\n\nSAVING SERVERSIDE glm OBJECT AS: <",newobj,">\n\n")
+       message("\n\nSAVING SERVERSIDE glm OBJECT AS: <",newobj,">\n\n")
    }
 
    calltext.2 <- call('glmSLMADS.assign', formula, family, offset, weights, dataName)
@@ -664,17 +664,17 @@ if(!all.studies.valid)
 {
 	for(sse in study.with.errors)
 	    {
-		cat("\n","Error report from second serverside function for study",sse,"\n")
-		cat("############################################################","\n")
-		cat(unlist(study.summary[[sse]][[1]]),"\n")
-		cat(unlist(study.summary[[sse]][[2]]),"\n\n")
+		message("\n","Error report from second serverside function for study",sse,"\n")
+		message("############################################################","\n")
+		message(unlist(study.summary[[sse]][[1]]),"\n")
+		message(unlist(study.summary[[sse]][[2]]),"\n\n")
 
 	num.messages<-length(study.summary[[sse]])-2
 		for(m in 1:num.messages)
 			{
 			if(!is.null(unlist(study.summary[[sse]][[2+m]])))
 				{
-				cat(unlist(study.summary[[sse]][[2+m]]),"\n\n")
+				message(unlist(study.summary[[sse]][[2+m]]),"\n\n")
 				}
 			}
 		}
@@ -806,8 +806,8 @@ if(num.valid.studies>1){
 
 
   if(!coefficient.vectors.match){
-    cat("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
-	cat("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
+    message("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
+	message("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
 return(list(output.summary=output.summary))
     }
 
diff --git a/R/ds.glmSummary.R b/R/ds.glmSummary.R
index 38df81637..9fc259c5b 100644
--- a/R/ds.glmSummary.R
+++ b/R/ds.glmSummary.R
@@ -48,7 +48,7 @@
 #' wish to change the connections you wish to use by default the call
 #' datashield.connections_default('opals.a') will set 'default.connections'
 #' to be 'opals.a' and so in the absence of specific instructions to the contrary
-#' (e.g. by specifiying a particular dataset to be used via the <datasources>
+#' (e.g. by specifying a particular dataset to be used via the <datasources>
 #' argument) all subsequent function calls will be to the datasets held in opals.a.
 #' If the <datasources> argument is specified, it should be set without
 #' inverted commas: e.g. datasources=opals.a or datasources=default.connections.
@@ -172,17 +172,17 @@ if(obj.name.exists.in.all.sources && obj.non.null.in.all.sources){										 	#
 																											#
 																											#
 #	if(no.errors){																							#
-#	cat("\n\nCREATE ASSIGN OBJECT\n")																		#
+#	message("\n\nCREATE ASSIGN OBJECT\n")																		#
 #																											#
 #	validity.check<-paste0("<",test.obj.name, "> appears valid in all sources")							    #
 #	print(list(is.object.created=return.message,validity.check=validity.check))						    	#
 #	}																										#
 																											#
   if(!no.errors){																								#
- 	validity.check<-paste0("<",test.obj.name,"> invalid in at least one source. See studyside.messages:")   #
- 	print(list(is.object.created=return.message,validity.check=validity.check,					    		#
- 	            studyside.messages=studyside.message))			                                            #
- 	}																										#
+	validity.check<-paste0("<",test.obj.name,"> invalid in at least one source. See studyside.messages:")   #
+	message(list(is.object.created=return.message,validity.check=validity.check,						#
+	            studyside.messages=studyside.message))			                                            #
+	}																										#
 																											#
 #END OF CHECK OBJECT CREATED CORECTLY MODULE															 	#
 #############################################################################################################
diff --git a/R/ds.glmerSLMA.R b/R/ds.glmerSLMA.R
index 612eada82..f6a7a4171 100644
--- a/R/ds.glmerSLMA.R
+++ b/R/ds.glmerSLMA.R
@@ -269,10 +269,10 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
   if(sum(as.numeric(grepl('offset', formula, ignore.case=TRUE)))>0 ||
      sum(as.numeric(grepl('weights', formula, ignore.case=TRUE)))>0)
   {
-    cat("\n\n WARNING: you may have specified an offset or regression weights")
-    cat("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
-    cat("\n you must specify an offset or weights separately from the formula")
-    cat("\n using the offset or weights argument.\n\n")
+    message("\n\n WARNING: you may have specified an offset or regression weights")
+    message("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
+    message("\n you must specify an offset or weights separately from the formula")
+    message("\n using the offset or weights argument.\n\n")
   }
   
   formula <- stats::as.formula(formula)
@@ -363,7 +363,7 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
     
     
     if (notify.of.progress) {
-        cat("\n\nSAVING SERVERSIDE glmerMod OBJECT AS: <",newobj,">\n\n")
+        message("\n\nSAVING SERVERSIDE glmerMod OBJECT AS: <",newobj,">\n\n")
     }
 
     calltext.2 <- call('glmerSLMADS.assign', formula, offset, weights, dataName, family, 
@@ -407,17 +407,17 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
     {
       for(sse in study.with.errors)
       {
-        cat("\n","Error report from second serverside function for study",sse,"\n")
-        cat("############################################################","\n")
-        cat(unlist(study.summary[[sse]][[1]]),"\n")
-        cat(unlist(study.summary[[sse]][[2]]),"\n\n")
+        message("\n","Error report from second serverside function for study",sse,"\n")
+        message("############################################################","\n")
+        message(unlist(study.summary[[sse]][[1]]),"\n")
+        message(unlist(study.summary[[sse]][[2]]),"\n\n")
         
         num.messages<-length(study.summary[[sse]])-2
         for(m in 1:num.messages)
         {
           if(!is.null(unlist(study.summary[[sse]][[2+m]])))
           {
-            cat(unlist(study.summary[[sse]][[2+m]]),"\n\n")
+            message(unlist(study.summary[[sse]][[2+m]]),"\n\n")
           }
         }
       }
@@ -425,8 +425,8 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
     
     if(all.studies.valid)
     {
-      cat("\nAll studies passed disclosure tests\n")
-      cat("Please check for convergence warnings in the study summaries\n\n\n")
+      message("\nAll studies passed disclosure tests\n")
+      message("Please check for convergence warnings in the study summaries\n\n\n")
     }
   }
   
@@ -551,8 +551,8 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
   
   
   if(!coefficient.vectors.match){
-    cat("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
-    cat("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
+    message("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
+    message("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
     return(list(output.summary=output.summary))
   }
   
@@ -615,10 +615,10 @@ ds.glmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.m
   
   if (notify.of.progress)
   {
-    cat("Convergence information\n")
+    message("Convergence information\n")
     for(r in 1:numstudies)
     {
-      cat(full.error.message[r],"\n")
+      message(full.error.message[r],"\n")
     }
   }	
   
diff --git a/R/ds.heatmapPlot.R b/R/ds.heatmapPlot.R
index 262b1d700..024224aa5 100644
--- a/R/ds.heatmapPlot.R
+++ b/R/ds.heatmapPlot.R
@@ -169,6 +169,10 @@ ds.heatmapPlot <- function(x=NULL, y=NULL, type="combine", show="all", numints=2
     stop("y=NULL. Please provide the names of the 2nd numeric vector!", call.=FALSE)
   }
 
+  # Save par and setup reseting of par values
+  old_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(old_par), add = TRUE)
+
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)
   isDefined(datasources, y)
diff --git a/R/ds.histogram.R b/R/ds.histogram.R
index 0f5357b77..0fbe2e209 100644
--- a/R/ds.histogram.R
+++ b/R/ds.histogram.R
@@ -167,6 +167,10 @@ ds.histogram <- function(x=NULL, type="split", num.breaks=10, method="smallCells
     stop("Please provide the name of the input vector!", call.=FALSE)
   }
 
+  # Save par and setup reseting of par values
+  old_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(old_par), add = TRUE)
+
   # check if the input object is defined in all the studies
   isDefined(datasources, x)
 
diff --git a/R/ds.igb_standards.R b/R/ds.igb_standards.R
index fb7953f1e..89498a0ca 100644
--- a/R/ds.igb_standards.R
+++ b/R/ds.igb_standards.R
@@ -20,11 +20,20 @@
 #' used: see \code{\link[DSI]{datashield.connections_default}}.
 #' @note For gestational ages between 24 and 33 weeks, the INTERGROWTH very early preterm 
 #' standard is used.
-#' @references International standards for newborn weight, length, and head circumference by 
-#' gestational age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st Project
-#' Villar, José et al. The Lancet, Volume 384, Issue 9946, 857-868
-#' INTERGROWTH-21st very preterm size at birth reference charts. Lancet 2016 
-#' doi.org/10.1016/S0140-6736(16) 00384-6. Villar, José et al.
+#' @references 
+#' \itemize{
+#'  \item Villar, J., Ismail, L.C., Victora, C.G., Ohuma, E.O., Bertino, E., 
+#'  Altman, D.G., Lambert, A., Papageorghiou, A.T., Carvalho, M., Jaffer, Y.A., 
+#'  Gravett, M.G., Purwar, M., Frederick, I.O., Noble, A.J., Pang, R., Barros, 
+#'  F.C., Chumlea, C., Bhutta, Z.A., Kennedy, S.H., 2014. International 
+#'  standards for newborn weight, length, and head circumference by gestational 
+#'  age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st 
+#'  Project. The Lancet 384, 857--868. https://doi.org/10.1016/S0140-6736(14)60932-6
+#'  \item Villar, J., Giuliani, F., Fenton, T.R., Ohuma, E.O., Ismail, L.C., 
+#'  Kennedy, S.H., 2016. INTERGROWTH-21st very preterm size at birth reference 
+#'  charts. The Lancet 387, 844--845. https://doi.org/10.1016/S0140-6736(16)00384-6
+#'  
+#' }
 #' @return assigns the converted measurement as a new object on the server-side
 #' @author Demetris Avraam for DataSHIELD Development Team
 #' @export
diff --git a/R/ds.listClientsideFunctions.R b/R/ds.listClientsideFunctions.R
index ba7c57a89..752401471 100644
--- a/R/ds.listClientsideFunctions.R
+++ b/R/ds.listClientsideFunctions.R
@@ -57,48 +57,30 @@ for(j in 1:length(search.path))
   }
 
 
-		cat("\n### Full search path \n")
 		print.search.list<-search()
-		print(print.search.list)
 
 
 	if(test.userDefinedClient==TRUE)
 		{
-		cat("\n### userDefinedClient functions \n")
 		print.text<-ls(pos=".GlobalEnv",pattern="ds.*")
 		if(identical(print.text,character(0)))print.text<-"No clientside functions in this repository"
-		print(print.text)
 		print.text.full<-c(print.text.full,print.text)
 		}
 
 	if(test.dsBetaTestClient==TRUE)
 		{
-		cat("\n### dsBetaTestClient functions \n")
 		print.text<-ls(pos="package:dsBetaTestClient")
 		if(identical(print.text,character(0)))print.text<-"No clientside functions in this repository"
-		print(print.text)
 		print.text.full<-c(print.text.full,print.text)
 		}
 
 	if(test.dsBaseClient==TRUE)
 		{
-		cat("\n### dsBaseClient functions \n")
 		print.text<-ls(pos="package:dsBaseClient")
 		if(identical(print.text,character(0)))print.text<-"No clientside functions in this repository"
-		print(print.text)
 		print.text.full<-c(print.text.full,print.text)
 		}
 
-	if(test.no.functions==TRUE)
-		{
-		cat("\n### No standard clientside functions identified \n")
-		}
-
-	cat("\nIf you cannot see one or more of the clientside functions you expected to find",
-	    "please see above for the full search path. If one of the paths is a possible clientside repository",
-	    "issue the R command ls(pos='package:dsPackageName')",
-	    "where 'package:dsPackageName' is the full name stated in the search path\n\n")
-
 	return(print.text.full)
 }
 # ds.listClientsideFunctions()
diff --git a/R/ds.lmerSLMA.R b/R/ds.lmerSLMA.R
index b6d05c9bf..8b7c69b2c 100644
--- a/R/ds.lmerSLMA.R
+++ b/R/ds.lmerSLMA.R
@@ -225,10 +225,10 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
   if(sum(as.numeric(grepl('offset', formula, ignore.case=TRUE)))>0 ||
      sum(as.numeric(grepl('weights', formula, ignore.case=TRUE)))>0)
   {
-    cat("\n\n WARNING: you may have specified an offset or regression weights")
-    cat("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
-    cat("\n you must specify an offset or weights separately from the formula")
-    cat("\n using the offset or weights argument.\n\n")
+    message("\n\n WARNING: you may have specified an offset or regression weights")
+    message("\n as part of the model formula. In ds.glm (unlike the usual glm in R)")
+    message("\n you must specify an offset or weights separately from the formula")
+    message("\n using the offset or weights argument.\n\n")
   }
   
   formula <- stats::as.formula(formula)
@@ -286,7 +286,7 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
  if(!is.null(optimizer)&&optimizer!="nloptwrap")
         {
 	errorMessage.opt<-"ERROR: the only optimizer currently available for lmer is 'nloptwrap', please respecify"
-	cat("\n",errorMessage.opt,"\n")
+	message("\n",errorMessage.opt,"\n")
 	return(list(errorMessage=errorMessage.opt))
 	}
 
@@ -303,7 +303,7 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
     }
     
     if (notify.of.progress) {
-        cat("\n\nSAVING SERVERSIDE lmerMod OBJECT AS: <",newobj,">\n\n")
+        message("\n\nSAVING SERVERSIDE lmerMod OBJECT AS: <",newobj,">\n\n")
     }
     
     calltext.2 <- call('lmerSLMADS.assign', formula, offset, weights, dataName, REML,
@@ -343,17 +343,17 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
     {
       for(sse in study.with.errors)
       {
-        cat("\n","Error report from second serverside function for study",sse,"\n")
-        cat("############################################################","\n")
-        cat(unlist(study.summary[[sse]][[1]]),"\n")
-        cat(unlist(study.summary[[sse]][[2]]),"\n\n")
+        message("\n","Error report from second serverside function for study",sse,"\n")
+        message("############################################################","\n")
+        message(unlist(study.summary[[sse]][[1]]),"\n")
+        message(unlist(study.summary[[sse]][[2]]),"\n\n")
 
         num.messages<-length(study.summary[[sse]])-2
         for(m in 1:num.messages)
         {
           if(!is.null(unlist(study.summary[[sse]][[2+m]])))
           {
-            cat(unlist(study.summary[[sse]][[2+m]]),"\n\n")
+            message(unlist(study.summary[[sse]][[2+m]]),"\n\n")
           }
         }
       }
@@ -361,8 +361,8 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
 
     if(all.studies.valid)
     {
-      cat("\nAll studies passed disclosure tests\n")
-      cat("Please check for convergence warnings in the study summaries\n\n\n")
+      message("\nAll studies passed disclosure tests\n")
+      message("Please check for convergence warnings in the study summaries\n\n\n")
     }
   }
 
@@ -488,8 +488,8 @@ ds.lmerSLMA <- function(formula=NULL, offset=NULL, weights=NULL, combine.with.me
   
   
   if(!coefficient.vectors.match){
-    cat("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
-    cat("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
+    message("\n\nModels in different sources vary in structure\nplease match coefficients for meta-analysis individually\n")
+    message("nYou can use the DataSHIELD generated estimates and standard errors as the basis for a meta-analysis\nbut carry out the final pooling step independently of DataSHIELD using whatever meta-analysis package you wish\n\n")
     return(list(output.summary=output.summary))
   }
   
@@ -552,10 +552,10 @@ for(q in 1:numstudies)
 
   if (notify.of.progress)
   {
-    cat("Convergence information\n")
+    message("Convergence information\n")
     for(r in 1:numstudies)
     {
-      cat(full.error.message[r],"\n")
+      message(full.error.message[r],"\n")
     }
   }
 
diff --git a/R/ds.ls.R b/R/ds.ls.R
index 415c93f4d..2f65a3c8f 100644
--- a/R/ds.ls.R
+++ b/R/ds.ls.R
@@ -41,7 +41,7 @@
 #' Server function called: \code{lsDS}. 
 #' 
 #' @param search.filter character string (potentially including \code{*} symbol) specifying the filter 
-#' for the object name that you want to find in the enviroment. For more information see \strong{Details}. 
+#' for the object name that you want to find in the environment. For more information see \strong{Details}. 
 #' @param env.to.search an integer (e.g. in \code{2} or \code{2L} format) specifying the position
 #' in the search path of the environment to be explored. \code{1L} is the current active analytic
 #' environment on the server-side and is the default value of \code{env.to.search}.
diff --git a/R/ds.lspline.R b/R/ds.lspline.R
index 9aca23974..e044005cb 100644
--- a/R/ds.lspline.R
+++ b/R/ds.lspline.R
@@ -10,7 +10,7 @@
 #' in slope as compared to the previous segment.
 #' @param x the name of the input numeric variable
 #' @param knots numeric vector of knot positions
-#' @param marginal logical, how to parametrize the spline, see Details
+#' @param marginal logical, how to parametrise the spline, see Details
 #' @param names character, vector of names for constructed variables
 #' @param newobj a character string that provides the name for the output 
 #' variable that is stored on the data servers. Default \code{lspline.newobj}. 
diff --git a/R/ds.matrix.R b/R/ds.matrix.R
index 6ee9bdfd5..69ad3a728 100644
--- a/R/ds.matrix.R
+++ b/R/ds.matrix.R
@@ -27,7 +27,7 @@
 #' 
 #' @param mdata a character string specifying
 #' the name of a server-side scalar or vector. Also, a numeric value representing a
-#' scalar specified from the client-side can be speficied. 
+#' scalar specified from the client-side can be specified 
 #' Zeros, negative values and NAs are all allowed.
 #' For more information see \strong{Details}. 
 #' @param from a character string specifying the source and nature of \code{mdata}.
@@ -171,7 +171,7 @@ ds.matrix <- function(mdata = NA, from="clientside.scalar", nrows.scalar=NULL, n
   #Check that valid from has been specified
   if(from!="serverside.vector"&&from!="serverside.scalar"&&from!="clientside.scalar")
   {
-  cat("            FAILED: <from> must be specified as one of the following - 'serverside.vector',
+  message("            FAILED: <from> must be specified as one of the following - 'serverside.vector',
         'serverside.scalar', 'clientside.scalar'\n\n")
   return('Please respecify')
   }
diff --git a/R/ds.matrixDiag.R b/R/ds.matrixDiag.R
index f6edcbcd5..1ea1341a4 100644
--- a/R/ds.matrixDiag.R
+++ b/R/ds.matrixDiag.R
@@ -37,7 +37,7 @@
 #' Server function called: \code{matrixDiagDS}
 #' @param x1 a character string specifying
 #' the name of a server-side scalar or vector. Also, a numeric value or vector
-#' specified from the client-side can be speficied. This argument depends 
+#' specified from the client-side can be specified. This argument depends 
 #' on the value specified in \code{aim}.
 #' For more information see \strong{Details}. 
 #' @param aim a character string specifying the behaviour of the function.
@@ -203,7 +203,7 @@ ds.matrixDiag<-function(x1=NULL, aim=NULL, nrows.scalar=NULL, newobj=NULL, datas
   if(aim!="serverside.vector.2.matrix"&&aim!="serverside.scalar.2.matrix"&&aim!="serverside.matrix.2.vector"&&
       aim!="clientside.vector.2.matrix"&&aim!="clientside.scalar.2.matrix")
   {
-  cat("            FAILED: aim must be specified as one of the following - 'serverside.vector.2.matrix',
+  message("            FAILED: aim must be specified as one of the following - 'serverside.vector.2.matrix',
         'serverside.scalar.2.matrix', 'serverside.matrix.2.vector',
         'clientside.vector.2.matrix', 'clientside.scalar.2.matrix'\n\n")
   return('Please respecify')
diff --git a/R/ds.mdPattern.R b/R/ds.mdPattern.R
new file mode 100644
index 000000000..af59498e2
--- /dev/null
+++ b/R/ds.mdPattern.R
@@ -0,0 +1,305 @@
+#'
+#' @title Display missing data patterns with disclosure control
+#' @description This function is a client-side wrapper for the server-side mdPatternDS
+#' function. It generates a missing data pattern matrix similar to mice::md.pattern but
+#' with disclosure control applied to prevent revealing small cell counts.
+#' @details The function calls the server-side mdPatternDS function which uses
+#' mice::md.pattern to analyze missing data patterns. Patterns with counts below the 
+#' disclosure threshold (default: nfilter.tab = 3) are suppressed to maintain privacy.
+#'
+#' \strong{Output Format:}
+#' - Each row represents a missing data pattern
+#' - Pattern counts are shown in row names (e.g., "150", "25")
+#' - Columns show 1 if the variable is observed, 0 if missing
+#' - Last column shows the total number of missing values per pattern
+#' - Last row shows the total number of missing values per variable
+#'
+#' \strong{Disclosure Control:}
+#'
+#' Suppressed patterns (count below threshold) are indicated by:
+#' - Row name: "suppressed(<N>)" where N is the threshold
+#' - All pattern values set to NA
+#' - Summary row also suppressed to prevent back-calculation
+#'
+#' \strong{Pooling Behavior (type='combine'):}
+#'
+#' When pooling across studies, the function uses a \emph{conservative approach} 
+#' for disclosure control:
+#'
+#' 1. Identifies identical missing patterns across studies
+#' 2. \strong{EXCLUDES suppressed patterns from pooling} - patterns suppressed in 
+#'    ANY study are not included in the pooled count
+#' 3. Sums counts only for non-suppressed identical patterns
+#' 4. Re-validates pooled counts against disclosure threshold
+#'
+#' \strong{Important:} This conservative approach means:
+#' - Pooled counts may be \emph{underestimates} if some studies had suppressed patterns
+#' - This prevents disclosure through subtraction (e.g., if study A shows count=5 
+#'   and pool shows count=7, one could deduce study B has count=2, violating disclosure)
+#' - Different patterns across studies are preserved separately in the pooled result
+#'
+#' @param x a character string specifying the name of a data frame or matrix on the 
+#' server-side containing the data to analyze.
+#' @param type a character string specifying the output type. If 'split' (default), 
+#' returns separate patterns for each study. If 'combine', attempts to pool patterns 
+#' across studies.
+#' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained 
+#' after login. If the \code{datasources} argument is not specified, the default set of 
+#' connections will be used: see \code{\link[DSI]{datashield.connections_default}}.
+#' @return For type='split': A list with one element per study, each containing:
+#' \describe{
+#'   \item{pattern}{The missing data pattern matrix for that study}
+#'   \item{valid}{Logical indicating if all patterns meet disclosure requirements}
+#'   \item{message}{A message describing the validity status}
+#' }
+#'
+#' For type='combine': A list containing:
+#' \describe{
+#'   \item{pattern}{The pooled missing data pattern matrix across all studies}
+#'   \item{valid}{Logical indicating if all pooled patterns meet disclosure requirements}
+#'   \item{message}{A message describing the validity status}
+#' }
+#' @author Xavier Escribà montagut for DataSHIELD Development Team
+#' @export
+#' @examples
+#' \dontrun{
+#'  ## Version 6, for version 5 see the Wiki
+#'
+#'   # Connecting to the Opal servers
+#'
+#'   require('DSI')
+#'   require('DSOpal')
+#'   require('dsBaseClient')
+#'
+#'   builder <- DSI::newDSLoginBuilder()
+#'   builder$append(server = "study1",
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
+#'                  table = "CNSIM.CNSIM1", driver = "OpalDriver")
+#'   builder$append(server = "study2",
+#'                  url = "http://192.168.56.100:8080/",
+#'                  user = "administrator", password = "datashield_test&",
+#'                  table = "CNSIM.CNSIM2", driver = "OpalDriver")
+#'   logindata <- builder$build()
+#'
+#'   connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
+#'
+#'   # Get missing data patterns for each study separately
+#'   patterns_split <- ds.mdPattern(x = "D", type = "split", datasources = connections)
+#'
+#'   # View results for study1
+#'   print(patterns_split$study1$pattern)
+#'   #      var1 var2 var3
+#'   # 150    1    1    1  0    <- 150 obs complete
+#'   #  25    0    1    1  1    <- 25 obs missing var1
+#'   #       25    0    0 25    <- Summary: 25 missing per variable
+#'
+#'   # Get pooled missing data patterns across studies
+#'   patterns_pooled <- ds.mdPattern(x = "D", type = "combine", datasources = connections)
+#'   print(patterns_pooled$pattern)
+#'
+#'   # Example with suppressed patterns:
+#'   # If study1 has a pattern with count=2 (suppressed) and study2 has same pattern 
+#'   # with count=5 (valid), the pooled result will show count=5 (conservative approach)
+#'   # A warning will indicate: "Pooled counts may underestimate the true total"
+#'
+#'   # Clear the Datashield R sessions and logout
+#'   datashield.logout(connections)
+#' }
+#'
+ds.mdPattern <- function(x = NULL, type = 'split', datasources = NULL){
+
+  # Look for DS connections
+  if(is.null(datasources)){
+    datasources <- datashield.connections_find()
+  }
+
+  # Ensure datasources is a list of DSConnection-class
+  if(!(is.list(datasources) && all(unlist(lapply(datasources, function(d) {methods::is(d,"DSConnection")}))))){
+    stop("The 'datasources' were expected to be a list of DSConnection-class objects", call.=FALSE)
+  }
+
+  if(is.null(x)){
+    stop("Please provide the name of a data frame or matrix!", call.=FALSE)
+  }
+
+  # Get study names
+  study_names <- names(datasources)
+
+  # Call the server side function
+  cally <- call("mdPatternDS", x)
+  results <- DSI::datashield.aggregate(datasources, cally)
+
+  # Process results based on type
+  if(type == "split"){
+    # Return individual study results
+    return(results)
+
+  } else if(type == "combine"){
+    # Pool results across studies
+
+    # First check if any study has invalid patterns
+    any_invalid <- any(sapply(results, function(r) !r$valid))
+    invalid_studies <- names(results)[sapply(results, function(r) !r$valid)]
+
+    if(any_invalid){
+      warning(
+        "Disclosure control: Some studies have suppressed patterns (below threshold).\n",
+        "  Studies with suppressed patterns: ", paste(invalid_studies, collapse=", "), "\n",
+        "  These patterns are EXCLUDED from pooling to prevent disclosure.\n",
+        "  Pooled counts may underestimate the true total.",
+        call. = FALSE
+      )
+    }
+
+    # Extract patterns from each study
+    patterns_list <- lapply(results, function(r) r$pattern)
+
+    # Check if all patterns have the same variables (columns)
+    n_vars <- sapply(patterns_list, ncol)
+    if(length(unique(n_vars)) > 1){
+      stop("Cannot pool patterns: studies have different numbers of variables", call.=FALSE)
+    }
+
+    var_names <- colnames(patterns_list[[1]])
+    if(length(patterns_list) > 1){
+      for(i in 2:length(patterns_list)){
+        if(!identical(colnames(patterns_list[[i]]), var_names)){
+          warning("Variable names differ across studies. Pooling by position.")
+          break
+        }
+      }
+    }
+
+    # Pool the patterns
+    pooled_pattern <- .pool_md_patterns(patterns_list, study_names)
+
+    # Check validity of pooled results
+    # Get threshold from first study's results or use a default check
+    nfilter.tab <- getOption("default.nfilter.tab")
+    if(is.null(nfilter.tab)) nfilter.tab <- 3
+
+    n_patterns <- nrow(pooled_pattern) - 1
+    pooled_valid <- TRUE
+
+    if(n_patterns > 0){
+      # Pattern counts are in row names
+      pattern_counts <- as.numeric(rownames(pooled_pattern)[1:n_patterns])
+      pattern_counts <- pattern_counts[!is.na(pattern_counts) & pattern_counts > 0]
+
+      if(any(pattern_counts < nfilter.tab)){
+        pooled_valid <- FALSE
+      }
+    }
+
+    pooled_message <- ifelse(pooled_valid,
+                             "Valid: all pooled pattern counts meet disclosure requirements",
+                             "Some pooled pattern counts may be below threshold")
+
+    return(list(
+      pattern = pooled_pattern,
+      valid = pooled_valid,
+      message = pooled_message,
+      studies = study_names
+    ))
+
+  } else {
+    stop("Argument 'type' must be either 'split' or 'combine'", call.=FALSE)
+  }
+}
+
+#' @title Pool missing data patterns across studies
+#' @description Internal function to pool md.pattern results from multiple studies
+#' @param patterns_list List of pattern matrices from each study
+#' @param study_names Names of the studies
+#' @return Pooled pattern matrix
+#' @keywords internal
+.pool_md_patterns <- function(patterns_list, study_names){
+
+  # Initialize with first study's pattern structure
+  pooled <- patterns_list[[1]]
+  n_vars <- ncol(pooled)
+  n_rows <- nrow(pooled) - 1  # Exclude summary row
+
+  # Create a list to store unique patterns
+  unique_patterns <- list()
+  pattern_counts <- list()
+
+  # Process each study
+  for(i in seq_along(patterns_list)){
+    pattern <- patterns_list[[i]]
+    study_n_patterns <- nrow(pattern) - 1
+
+    if(study_n_patterns > 0){
+      for(j in 1:study_n_patterns){
+        # Get pattern (columns show 1/0 for observed/missing)
+        pat_vector <- pattern[j, 1:(n_vars-1)]
+        # Pattern count is in row name
+        pat_count_str <- rownames(pattern)[j]
+        pat_count <- suppressWarnings(as.numeric(pat_count_str))
+
+        # Skip if suppressed (non-numeric row name like "suppressed(<3)")
+        if(is.na(pat_count)){
+          next
+        }
+
+        # Convert pattern to string for comparison
+        pat_string <- paste(pat_vector, collapse="_")
+
+        # Check if this pattern already exists
+        if(pat_string %in% names(unique_patterns)){
+          # Add to existing count
+          pattern_counts[[pat_string]] <- pattern_counts[[pat_string]] + pat_count
+        } else {
+          # New pattern
+          unique_patterns[[pat_string]] <- pat_vector
+          pattern_counts[[pat_string]] <- pat_count
+        }
+      }
+    }
+  }
+
+  # Build pooled pattern matrix
+  if(length(unique_patterns) == 0){
+    # No valid patterns
+    pooled[1:n_rows, ] <- NA
+  } else {
+    # Sort patterns by count (descending)
+    sorted_idx <- order(unlist(pattern_counts), decreasing = TRUE)
+    sorted_patterns <- unique_patterns[sorted_idx]
+    sorted_counts <- pattern_counts[sorted_idx]
+
+    # Create new pooled matrix
+    n_pooled_patterns <- length(sorted_patterns)
+    pooled <- matrix(NA, nrow = n_pooled_patterns + 1, ncol = n_vars)
+    colnames(pooled) <- colnames(patterns_list[[1]])
+
+    # Set row names (counts for patterns, empty for summary)
+    row_names <- c(as.character(unlist(sorted_counts)), "")
+    rownames(pooled) <- row_names
+
+    # Fill in patterns
+    for(i in 1:n_pooled_patterns){
+      pooled[i, 1:(n_vars-1)] <- sorted_patterns[[i]]
+      # Calculate number of missing for this pattern
+      pooled[i, n_vars] <- sum(sorted_patterns[[i]] == 0)
+    }
+  }
+
+  # Calculate summary row (total missing per variable)
+  # Sum across studies
+  summary_row <- rep(0, n_vars)
+  for(i in seq_along(patterns_list)){
+    study_summary <- patterns_list[[i]][nrow(patterns_list[[i]]), ]
+    # Only add if not suppressed
+    if(!all(is.na(study_summary))){
+      summary_row <- summary_row + ifelse(is.na(study_summary), 0, study_summary)
+    }
+  }
+
+  # Add summary row
+  pooled[nrow(pooled), ] <- summary_row
+
+  return(pooled)
+}
+
diff --git a/R/ds.ns.R b/R/ds.ns.R
index 9c961fcf1..e98643d4d 100644
--- a/R/ds.ns.R
+++ b/R/ds.ns.R
@@ -8,7 +8,7 @@
 #' sequence of interior knots, and the natural boundary conditions. These enforce the constraint
 #' that the function is linear beyond the boundary knots, which can either be supplied or default
 #' to the extremes of the data.
-#' A primary use is in modeling formula to directly specify a natural spline term in a model.
+#' A primary use is in modelling formula to directly specify a natural spline term in a model.
 #' @param x the predictor variable. Missing values are allowed.
 #' @param df degrees of freedom. One can supply df rather than knots; ns() then chooses 
 #' df - 1 - intercept knots at suitably chosen quantiles of x (which will ignore missing values).
diff --git a/R/ds.qlspline.R b/R/ds.qlspline.R
index 45a3e2d33..9839d9843 100644
--- a/R/ds.qlspline.R
+++ b/R/ds.qlspline.R
@@ -18,7 +18,7 @@
 #' intervals along x or a vector of numbers in (0; 1) specifying the quantiles explicitly.
 #' @param na.rm logical, whether NA should be removed when calculating quantiles, passed
 #' to na.rm of quantile. Default set to TRUE
-#' @param marginal logical, how to parametrize the spline, see Details
+#' @param marginal logical, how to parametrise the spline, see Details
 #' @param names character, vector of names for constructed variables
 #' @param newobj a character string that provides the name for the output 
 #' variable that is stored on the data servers. Default \code{qlspline.newobj}. 
diff --git a/R/ds.rBinom.R b/R/ds.rBinom.R
index 2f39f8b10..ec8b4f880 100644
--- a/R/ds.rBinom.R
+++ b/R/ds.rBinom.R
@@ -214,14 +214,14 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 
 if(seed.as.text=="NULL"){
-cat("NO SEED SET IN STUDY",study.id,"\n\n")
+message("NO SEED SET IN STUDY",study.id,"\n\n")
 
 } else {
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
   ssDS.obj[[study.id]] <- DSI::datashield.aggregate(datasources[study.id], as.symbol(calltext))
 }
 }
-cat("\n\n")
+message("\n\n")
 
 
 
diff --git a/R/ds.rNorm.R b/R/ds.rNorm.R
index 6100c8505..76d885f11 100644
--- a/R/ds.rNorm.R
+++ b/R/ds.rNorm.R
@@ -217,13 +217,13 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 
 if(seed.as.text=="NULL"){
-cat("NO SEED SET IN STUDY",study.id,"\n\n")
+message("NO SEED SET IN STUDY",study.id,"\n\n")
 
 }
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
   ssDS.obj[[study.id]] <- DSI::datashield.aggregate(datasources[study.id], as.symbol(calltext))
 }
-cat("\n\n")
+message("\n\n")
 
 
 
diff --git a/R/ds.rPois.R b/R/ds.rPois.R
index 2d2c7f019..74be7fdf7 100644
--- a/R/ds.rPois.R
+++ b/R/ds.rPois.R
@@ -190,13 +190,13 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 
 if(seed.as.text=="NULL"){
-cat("NO SEED SET IN STUDY",study.id,"\n\n")
+message("NO SEED SET IN STUDY",study.id,"\n\n")
 
 }
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
   ssDS.obj[[study.id]] <- DSI::datashield.aggregate(datasources[study.id], as.symbol(calltext))
 }
-cat("\n\n")
+message("\n\n")
 
 
 
diff --git a/R/ds.rUnif.R b/R/ds.rUnif.R
index d98fa28f0..ea74766b5 100644
--- a/R/ds.rUnif.R
+++ b/R/ds.rUnif.R
@@ -232,7 +232,7 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 
 if(seed.as.text=="NULL"){
-cat("NO SEED SET IN STUDY",study.id,"\n")
+message("NO SEED SET IN STUDY",study.id,"\n")
 
 } else {
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
diff --git a/R/ds.ranksSecure.R b/R/ds.ranksSecure.R
index 5a3affcaf..8ffa6a971 100644
--- a/R/ds.ranksSecure.R
+++ b/R/ds.ranksSecure.R
@@ -1,7 +1,7 @@
 # ds.ranksSecure
 #' @title Secure ranking of a vector across all sources
 #' @description Securely generate the ranks of a numeric vector and estimate
-#' true qlobal quantiles across all data sources simultaneously 
+#' true global quantiles across all data sources simultaneously 
 #' @details ds.ranksSecure is a clientside function which calls a series of
 #' other clientside and serverside functions to securely generate the global
 #' ranks of a numeric vector "V2BR" (vector to be ranked)
@@ -43,7 +43,7 @@
 #' of the clusters of values that are being ranked such that some values are
 #' treated as being missing and the processing stops, then setting
 #' generate.quantiles to FALSE allows the generation of ranks to complete so
-#' they can then be used for non-parameteric analysis, even if the key values
+#' they can then be used for non-parametric analysis, even if the key values
 #' cannot be estimated. A real example of an unusual configuration was in a
 #' reasonably large dataset of survival times, where a substantial proportion
 #' of survival profiles were censored at precisely 10 years. This meant that
@@ -228,7 +228,7 @@ ds.ranksSecure <- function(input.var.name=NULL, quantiles.for.estimation="0.05-0
   }
 
   if(monitor.progress){
-cat("\n\nStep 1 of 8 complete:
+message("\n\nStep 1 of 8 complete:
   Cleaned up residual output from
   previous runs of ds.ranksSecure
     
@@ -272,7 +272,7 @@ cat("\n\nStep 1 of 8 complete:
     dsBaseClient::ds.dmtC2S(dfdata=input.mean.sd.df,newobj="input.mean.sd.df")
 
 if(monitor.progress){
-cat("\n\nStep 2 of 8 complete:
+message("\n\nStep 2 of 8 complete:
   Estimated mean and sd of
   v2br to standardise initial values
     
@@ -308,7 +308,7 @@ cat("\n\nStep 2 of 8 complete:
 dsBaseClient::ds.dmtC2S(dfdata=min.max.df,newobj="min.max.df")
     
 if(monitor.progress){
-cat("\n\nStep 3 of 8 complete:
+message("\n\nStep 3 of 8 complete:
   Generated ultra max and ultra min values to allocate to
   missing values if <NA.manage> is NA.hi or NA.low
     
@@ -316,9 +316,6 @@ cat("\n\nStep 3 of 8 complete:
     ")
 }
 
-print(input.mean.sd.df)
-
-
   #CALL THE FIRST SERVER SIDE FUNCTION (ASSIGN)
   #WRITES ENCRYPTED DATA TO SERVERSIDE OBJECT "blackbox.output.df"
   calltext1 <- call("blackBoxDS", input.var.name=input.var.name, 
@@ -328,7 +325,7 @@ print(input.mean.sd.df)
   DSI::datashield.assign(datasources, "blackbox.output.df", calltext1)
 
 if(monitor.progress){
-cat("\n\nStep 4 of 8 complete:
+message("\n\nStep 4 of 8 complete:
   Pseudo data synthesised,first set of rank-consistent
   transformations complete and blackbox.output.df created
     
@@ -390,7 +387,7 @@ cat("\n\nStep 4 of 8 complete:
   ds.make("sR5.df$global.rank","testvar.ranks")
   
 if(monitor.progress){
-cat("\n\nStep 5 of 8 complete:
+  message("\n\nStep 5 of 8 complete:
   Global ranks generated and pseudodata stripped out. Now ready
   to proceed to transformation of global ranks
     
@@ -445,7 +442,7 @@ cat("\n\nStep 5 of 8 complete:
     DSI::datashield.assign(datasources, "blackbox.ranks.df", calltext4)
 
 if(monitor.progress){
-cat("\n\nStep 6 of 8 complete:
+  message("\n\nStep 6 of 8 complete:
   Rank-consistent transformations of global ranks complete
   and blackbox.ranks.df created
     
@@ -510,7 +507,7 @@ cat("\n\nStep 6 of 8 complete:
   DSI::datashield.assign(datasources,summary.output.ranks.df, calltext7)
 
   if(monitor.progress){
-cat("\n\nStep 7 of 8 complete:
+  message("\n\nStep 7 of 8 complete:
   Final global ranking of values in v2br complete and
   written to each serverside as appropriate
     
@@ -544,7 +541,7 @@ cat("\n\nStep 7 of 8 complete:
   }
 
 if(monitor.progress && rm.residual.objects){
-cat("\n\nStep 8 of 8 complete:
+  message("\n\nStep 8 of 8 complete:
   Cleaned up residual output from running ds.ranksSecure
     
     
@@ -552,7 +549,7 @@ cat("\n\nStep 8 of 8 complete:
   }
 
   if(monitor.progress && !rm.residual.objects){
-    cat("\n\nStep 8 of 8 complete:
+    message("\n\nStep 8 of 8 complete:
   Residual output from running ds.ranksSecure NOT deleted
         
         
@@ -562,14 +559,14 @@ cat("\n\nStep 8 of 8 complete:
 
 
 if(!generate.quantiles){
-  cat("\n\n\n"," FINAL RANKING PROCEDURES COMPLETE:
+  message("\n\n\n"," FINAL RANKING PROCEDURES COMPLETE:
   PRIMARY RANKING OUTPUT IS IN DATA FRAME",summary.output.ranks.df,
       "
   WHICH IS SORTED BY",ranks.sort.by," AND HAS BEEN
   WRITTEN TO THE SERVERSIDE\n\n\n\n")
 
     info.message<-"As the argument <generate.quantiles> was set to FALSE no quantiles have been estimated.Please set argument to TRUE if you want to estimate quantiles such as median, quartiles and 90th percentile"
-  cat("\n\n",info.message,"\n\n")
+    message("\n\n",info.message,"\n\n")
     return(info.message)
   }
 
diff --git a/R/ds.rbind.R b/R/ds.rbind.R
index 47e9165c2..d0aca96a8 100644
--- a/R/ds.rbind.R
+++ b/R/ds.rbind.R
@@ -133,7 +133,7 @@ calltext1<-call('classDS', testclass.var)
 next.class <- DSI::datashield.aggregate(datasources, calltext1)
 class.vector<-c(class.vector,next.class[[1]])
 if (notify.of.progress)
-    cat("\n",j," of ", length(x), " elements to combine in step 1 of 2\n")
+    message("\n",j," of ", length(x), " elements to combine in step 1 of 2\n")
 }
 
 for(j in 1:length(x))
@@ -144,7 +144,7 @@ if(class.vector[j]!="data.frame" && class.vector[j]!="matrix")
 	{
 	colname.vector<-c(colname.vector,test.df)
         if (notify.of.progress)
-            cat("\n",j," of ", length(x), " elements to combine in step 2 of 2\n")
+            message("\n",j," of ", length(x), " elements to combine in step 2 of 2\n")
 	}
 else
 	{
@@ -152,11 +152,11 @@ else
     df.names <- DSI::datashield.aggregate(datasources, calltext2)
 	 colname.vector<-c(colname.vector,df.names[[1]])
          if (notify.of.progress)
-              cat("\n",j," of ", length(x), " elements to combine in step 2 of 2\n")
+              message("\n",j," of ", length(x), " elements to combine in step 2 of 2\n")
         }
 }
 if (notify.of.progress)
-    cat("\nBoth steps completed\n")
+    message("\nBoth steps completed\n")
 
 #CHECK FOR DUPLICATE NAMES IN COLUMN NAME VECTOR AND ADD ".k" TO THE kth REPLICATE
 num.duplicates<-rep(0,length(colname.vector))
diff --git a/R/ds.recodeValues.R b/R/ds.recodeValues.R
index d44cc8570..184ccea2b 100644
--- a/R/ds.recodeValues.R
+++ b/R/ds.recodeValues.R
@@ -4,7 +4,7 @@
 #' @details This function recodes individual values with new individual values. This can
 #' apply to numeric and character values, factor levels and NAs. One particular use of
 #' \code{ds.recodeValues} is to convert NAs to an explicit value. This value is specified
-#' in the argument \code{missing}. If tthe user want to recode only missing values, then it
+#' in the argument \code{missing}. If the user want to recode only missing values, then it
 #' should also specify an identical vector of values in both arguments \code{values2replace.vector}
 #' and \code{new.values.vector} (see Example 2 below).
 #' Server function called: \code{recodeValuesDS}
diff --git a/R/ds.rep.R b/R/ds.rep.R
index 2d2ce9515..2f3e03010 100644
--- a/R/ds.rep.R
+++ b/R/ds.rep.R
@@ -151,7 +151,7 @@ if(source.each=='s')source.each<-'serverside'
   #Check that source has been specified
   if(source.x1!="serverside"&&source.x1!="clientside")
   {
-  cat("            FAILED: if source.x1 is non-null it must be specified as
+  message("            FAILED: if source.x1 is non-null it must be specified as
   one of the following: 'clientside','serverside','c', or 's'\n\n")
   return('Please respecify')
   }
@@ -174,7 +174,7 @@ if(source.each=='s')source.each<-'serverside'
  #Check that source has been specified
   if(source.times!="serverside"&&source.times!="clientside"&&!is.null(source.times))
   {
-  cat("            FAILED: if source.times is non-null it must be specified as
+  message("            FAILED: if source.times is non-null it must be specified as
   one of the following: 'clientside','serverside','c', or 's'\n\n")
   return('Please respecify')
   }
@@ -208,7 +208,7 @@ if(source.each=='s')source.each<-'serverside'
   #Check that source has been specified
   if(source.length.out!="serverside"&&source.length.out!="clientside"&&!is.null(source.length.out))
   {
-  cat("            FAILED: if source.length.out is non-null it must be specified as
+  message("            FAILED: if source.length.out is non-null it must be specified as
   one of the following: 'clientside','serverside','c', or 's'\n\n")
   return('Please respecify')
   }
@@ -243,7 +243,7 @@ if(source.each=='s')source.each<-'serverside'
   #Check that source has been specified
   if(source.each!="serverside"&&source.each!="clientside"&&!is.null(source.each))
   {
-  cat("            FAILED: if source.each is non-null it must be specified as
+  message("            FAILED: if source.each is non-null it must be specified as
   one of the following: 'clientside','serverside','c', or 's'\n\n")
   return('Please respecify')
   }
diff --git a/R/ds.sample.R b/R/ds.sample.R
index d3b5e0b95..a5c37498b 100644
--- a/R/ds.sample.R
+++ b/R/ds.sample.R
@@ -45,7 +45,7 @@
 #' case with the default name 'newobj.sample) using ds.dataFrameSort with the
 #' 'sampling.order' vector as the sort key, the output object is rendered
 #' equivalent to PRWa but with the rows randomly permuted (so the column reflecting
-#' the vector 'sample.order' now runs from 1:length of obejct, while the
+#' the vector 'sample.order' now runs from 1:length of object, while the
 #' column reflecting 'ID.seq' denoting the original order is now randomly ordered.
 #' If you need to return to the original order you can simply us ds.dataFrameSort
 #' again using the column reflecting 'ID.seq' as the sort key:
@@ -201,18 +201,18 @@ single.integer.seed<-c(single.integer.seed,seed.as.integer.study.specific)
 
 if(seed.as.text=="NULL"){
     if (notify.of.progress)
-        cat("NO SEED SET IN STUDY",study.id,"\n\n")
+        message("NO SEED SET IN STUDY",study.id,"\n\n")
 
 }
   calltext <- paste0("setSeedDS(", seed.as.text, ")")
   
     if (notify.of.progress)
-      print(calltext)
+      message(calltext)
   
   ssDS.obj[[study.id]] <- DSI::datashield.aggregate(datasources[study.id], as.symbol(calltext))
 } 
 if (notify.of.progress)
-    cat("\n\n")
+    message("\n\n")
 
 
 
diff --git a/R/ds.scatterPlot.R b/R/ds.scatterPlot.R
index 827b32722..55804b3b0 100644
--- a/R/ds.scatterPlot.R
+++ b/R/ds.scatterPlot.R
@@ -6,7 +6,7 @@
 #' permitted in DataSHIELD, this function allows the user to plot non-disclosive scatter plots.
 #' 
 #' If the argument \code{method} is set to \code{'deterministic'}, the server-side function searches
-#' for the \code{k-1} nearest neighbors of each single data point and calculates the centroid 
+#' for the \code{k-1} nearest neighbours of each single data point and calculates the centroid 
 #' of such \code{k} points. 
 #' The proximity is defined by the minimum Euclidean distances of z-score transformed data.
 #' 
@@ -52,7 +52,7 @@
 #' This argument can be set as \code{'deteministic'} or \code{'probabilistic'}.
 #' Default \code{'deteministic'}. 
 #' For more information see \strong{Details}. 
-#' @param k the number of the nearest neighbors  for which their centroid is calculated.
+#' @param k the number of the nearest neighbours  for which their centroid is calculated.
 #' Default 3. 
 #' For more information see \strong{Details}. 
 #' @param noise the percentage of the initial variance that is used as the variance of the embedded
@@ -147,6 +147,10 @@ ds.scatterPlot <- function(x=NULL, y=NULL, method='deterministic', k=3, noise=0.
     stop("The 'datasources' were expected to be a list of DSConnection-class objects", call.=FALSE)
   }
 
+  # Save par and setup reseting of par values
+  old_par <- graphics::par(no.readonly = TRUE)
+  on.exit(graphics::par(old_par), add = TRUE)
+
   # check if the input objects are defined in all the studies
   isDefined(datasources, x)
   isDefined(datasources, y)
diff --git a/R/ds.sqrt.R b/R/ds.sqrt.R
index 9193dbbc7..e78011def 100644
--- a/R/ds.sqrt.R
+++ b/R/ds.sqrt.R
@@ -59,7 +59,7 @@
 #'   # and get their square roots
 #'   ds.make(toAssign='rep((1:10)^2, times=10)', newobj='squares.vector', datasources=connections)
 #'   ds.sqrt(x='squares.vector', newobj='sqrt.vector', datasources=connections)
-#'   # check the behavior of that operation by comparing the tables of squares.vector and sqrt.vector
+  # check the behaviour of that operation by comparing the tables of squares.vector and sqrt.vector
 #'   ds.table(rvar='squares.vector')$output.list$TABLE_rvar.by.study_counts
 #'   ds.table(rvar='sqrt.vector')$output.list$TABLE_rvar.by.study_counts
 #'
diff --git a/R/ds.subset.R b/R/ds.subset.R
new file mode 100644
index 000000000..03b2e7344
--- /dev/null
+++ b/R/ds.subset.R
@@ -0,0 +1,171 @@
+#'
+#' @title Generates a valid subset of a table or a vector
+#' @description The function uses the R classical subsetting with squared brackets '[]' and allows also to
+#' subset using a logical operator and a threshold. The object to subset from must be a vector (factor, numeric
+#' or character) or a table (data.frame or matrix).
+#' @details (1) If the input data is a table the user specifies the rows and/or columns to include in the subset; the columns can be
+#' referred to by their names. Table subsetting can also be done using the name of a variable and a threshold (see example 3).
+#' (2) If the input data is a vector and the parameters 'rows', 'logical' and 'threshold' are all provided the last two are ignored
+#' (i.e. 'rows' has precedence over the other two parameters then).
+#' IMPORTANT NOTE: If the requested subset is not valid (i.e. contains less than the allowed number of observations) all the values are
+#' turned into missing values (NA). Hence an invalid subset is indicated by the fact that all values within it are set to NA.
+#' @param subset the name of the output object, a list that holds the subset object. If set to NULL
+#' the default name of this list is 'subsetObject'
+#' @param x a character, the name of the dataframe or the factor vector and the range of the subset.
+#' @param completeCases a character that tells if only complete cases should be included or not.
+#' @param rows a vector of integers, the indices of the rows to extract.
+#' @param cols a vector of integers or a vector of characters; the indices of the columns to extract or their names.
+#' @param logicalOperator a boolean, the logical parameter to use if the user wishes to subset a vector using a logical
+#' operator. This parameter is ignored if the input data is not a vector.
+#' @param threshold a numeric, the threshold to use in conjunction with the logical parameter. This parameter is ignored
+#' if the input data is not a vector.
+#' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
+#' the default set of connections will be used: see \link[DSI]{datashield.connections_default}.
+#' @return no data are return to the user, the generated subset dataframe is stored on the server side.
+#' @author Gaye, A.
+#' @seealso \link{ds.subsetByClass} to subset by the classes of factor vector(s).
+#' @seealso \link{ds.meanByClass} to compute mean and standard deviation across categories of a factor vectors.
+#' @export
+#' @examples
+#' \dontrun{
+#'
+#'   # load the login data
+#'   data(logindata)
+#'
+#'   # login and assign some variables to R
+#'   myvar <- list("DIS_DIAB","PM_BMI_CONTINUOUS","LAB_HDL", "GENDER")
+#'   conns <- datashield.login(logins=logindata,assign=TRUE,variables=myvar)
+#'
+#'   # Example 1: generate a subset of the assigned dataframe (by default the table is named 'D')
+#'   # with complete cases only
+#'   ds.subset(x='D', subset='subD1', completeCases=TRUE)
+#'   # display the dimensions of the initial table ('D') and those of the subset table ('subD1')
+#'   ds.dim('D')
+#'   ds.dim('subD1')
+#'
+#'   # Example 2: generate a subset of the assigned table (by default the table is named 'D')
+#'   # with only the variables
+#'   # DIS_DIAB' and'PM_BMI_CONTINUOUS' specified by their name.
+#'   ds.subset(x='D', subset='subD2', cols=c('DIS_DIAB','PM_BMI_CONTINUOUS'))
+#'
+#'   # Example 3: generate a subset of the table D with bmi values greater than or equal to 25.
+#'   ds.subset(x='D', subset='subD3', logicalOperator='PM_BMI_CONTINUOUS>=', threshold=25)
+#'
+#'   # Example 4: get the variable 'PM_BMI_CONTINUOUS' from the dataframe 'D' and generate a
+#'   # subset bmi
+#'   # vector with bmi values greater than or equal to 25
+#'   ds.assign(toAssign='D$PM_BMI_CONTINUOUS', newobj='BMI')
+#'   ds.subset(x='BMI', subset='BMI25plus', logicalOperator='>=', threshold=25)
+#'
+#'   # Example 5: subsetting by rows:
+#'   # get the logarithmic values of the variable 'lab_hdl' and generate a subset with
+#'   # the first 50 observations of that new vector. If the specified number of row is
+#'   # greater than the total
+#'   # number of rows in any of the studies the process will stop.
+#'   ds.assign(toAssign='log(D$LAB_HDL)', newobj='logHDL')
+#'   ds.subset(x='logHDL', subset='subLAB_HDL', rows=c(1:50))
+#'   # now get a subset of the table 'D' with just the 100 first observations
+#'   ds.subset(x='D', subset='subD5', rows=c(1:100))
+#'
+#'   # clear the Datashield R sessions and logout
+#'   datashield.logout(conns)
+#'
+#' }
+#'
+ds.subset <- function(x=NULL, subset="subsetObject", completeCases=FALSE, rows=NULL, cols=NULL, logicalOperator=NULL, threshold=NULL, datasources=NULL){
+  .Deprecated("ds.dataFrameSubset")
+
+  # look for DS connections
+  if(is.null(datasources)){
+    datasources <- datashield.connections_find()
+  }
+
+  # ensure datasources is a list of DSConnection-class
+  if(!(is.list(datasources) && all(unlist(lapply(datasources, function(d) {methods::is(d,"DSConnection")}))))){
+    stop("The 'datasources' were expected to be a list of DSConnection-class objects", call.=FALSE)
+  }
+
+  if(is.null(x)){
+    stop("Please provide the name of the object to subset from!", call.=FALSE)
+  }
+
+  # check if the input x is defined in all the studies
+  defined <- isDefined(datasources, x)
+
+  # call the internal function that checks the input object is of the same class in all studies.
+  typ <- checkClass(datasources, x)
+
+  # the input object must be a dataframe or a vector
+  if(!('data.frame' %in% typ) & !('character' %in% typ) & !('factor' %in% typ) & !('integer' %in% typ) & !('logical' %in% typ) & !('numeric' %in% typ)){
+    stop("The object to subset from must be a 'data.frame', a 'character', factor', a 'logical' or a 'numeric' vector.", call.=FALSE)
+  }
+
+  # the argument 'rows' and 'cols' have precedence over 'logicalOperator' and 'threshold'
+  if(is.null(rows) & is.null(cols)){
+    if(is.null(logicalOperator) | is.null(threshold)){
+      if(!completeCases){
+        stop("No subset parameters provided, the sought subset is the same as the original object!", call.=FALSE)
+      }else{
+        cally <- call('subsetDS', x, completeCases)
+        DSI::datashield.assign(datasources, subset, cally)
+      }
+    }else{
+      # allow this only for numeric vectors
+      if(("factor" %in% typ) | ("character" %in% typ)){
+        stop(" Subsetting on a threshold criteria is allowed only for numeric vectors!", call.=FALSE)
+      }
+      # get the logicalOperator operator and any variable provided with it
+      lg <- unlist(strsplit(logicalOperator, split=""))
+      var2sub <- NULL
+      if(lg[length(lg)] == "=" & lg[(length(lg)-1)] == ">" | lg[(length(lg)-1)] == "<" | lg[(length(lg)-1)] == "=" |  lg[(length(lg)-1)] == "!"){
+        logicalOperator <- paste0(lg[(length(lg)-1)], lg[length(lg)])
+        if(length(lg) > 2){ var2sub <- paste(lg[1:(length(lg)-2)], collapse="") }
+      }else{
+        logicalOperator <- lg[length(lg)]
+        if(length(lg) > 1) { var2sub <- paste0(lg[1:(length(lg)-1)], collapse="") }
+      }
+
+      # turn the logicalOperator operator into the corresponding integer that will be evaluated on the server side.
+      logicalOperator <- logical2int(logicalOperator)
+      cally <- call('subsetDS', x, completeCases, rows, cols, logicalOperator, threshold, var2sub)
+      DSI::datashield.assign(datasources, subset, cally)
+    }
+  }else{
+
+    # check if the sought subset is not larger than the vector or the table size
+    # if not call the server side function and carry out the subsetting
+    if(("factor" %in% typ) | ("numeric" %in% typ) | ("character" %in% typ)){
+      # if the size of the requested subset is greater than that of original set the rows or cols to NULL
+      # these will then be set to the maximum size in the server side
+      if(!(is.null(rows))){
+        ll <- DSI::datashield.aggregate(datasources, call("lengthDS", x))
+        for(i in 1:length(datasources)){
+          if(length(rows) > ll[[i]]){
+            rows <- NULL
+          }
+        }
+      }
+      # turn the vector of row indices into a character to pass the parser
+      for(i in 1:length(datasources)){
+        cally <- call('subsetDS', x, completeCases, rows)
+        DSI::datashield.assign(datasources[i], subset, cally)
+      }
+    }else{
+      if(("data.frame" %in% typ) | ("matrix" %in% typ)){
+        # call the internal function that ensure wrong size subset is not requested (i.e. subset size > original table)
+        for(i in 1:length(datasources)){
+          check00 <- subsetHelper(datasources[i], x, rows, cols)
+          if(check00[1] == 1){ rows <- NULL }
+          if(check00[2] == 1){ cols <- NULL }
+        }
+        for(i in 1:length(datasources)){
+          cally <- call('subsetDS', x, completeCases, rows, cols)
+          DSI::datashield.assign(datasources[i], subset, cally)
+        }
+      }else{
+        stop("The object to subset from must be a numeric, character or factor vector or a table structure (matrix or data.frame).", call.=FALSE)
+      }
+    }
+  }
+
+}
diff --git a/R/ds.subsetByClass.R b/R/ds.subsetByClass.R
new file mode 100644
index 000000000..b3b14ec27
--- /dev/null
+++ b/R/ds.subsetByClass.R
@@ -0,0 +1,121 @@
+#'
+#' @title Generates valid subset(s) of a data frame or a factor
+#' @description The function takes a categorical variable or a data frame as input and generates
+#' subset(s)  variables or data frames for each category.
+#' @details If the input data object is a data frame it is possible to specify  the variables
+#' to subset on. If a subset is not 'valid' all its the values are reported as missing (i.e. NA),
+#' the name of the subsets is labelled with the suffix '_INVALID'. Subsets are considered invalid if
+#' the number of observations it holds are between 1 and the threshold allowed by the data owner. if
+#' a subset is empty (i.e. no entries) the name of the subset is labelled with the suffix '_EMPTY'.
+#' @param x a character, the name of the dataframe or the vector to generate subsets from.
+#' @param variables a vector of string characters, the name(s) of the variables to subset by.
+#' @param subsets the name of the output object, a list that holds the subset objects. If set to NULL
+#' the default name of this list is 'subClasses'.
+#' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
+#' the default set of connections will be used: see \link[DSI]{datashield.connections_default}.
+#' @return a no data are return to the user but messages are printed out.
+#' @author Gaye, A.
+#' @seealso \link{ds.meanByClass} to compute mean and standard deviation across categories of a factor vectors.
+#' @seealso \link{ds.subset} to subset by complete cases (i.e. removing missing values), threshold, columns and rows.
+#' @export
+#' @examples
+#' \dontrun{
+#'
+#'   # load the login data
+#'   data(logindata)
+#'
+#'   # login and assign some variables to R
+#'   myvar <- list('DIS_DIAB','PM_BMI_CONTINUOUS','LAB_HDL', 'GENDER')
+#'   conns <- datashield.login(logins=logindata,assign=TRUE,variables=myvar)
+#'
+#'   # Example 1: generate all possible subsets from the table assigned above (one subset table
+#'   # for each class in each factor)
+#'   ds.subsetByClass(x='D', subsets='subclasses')
+#'   # display the names of the subset tables that were generated in each study
+#'   ds.names('subclasses')
+#'
+#'   # Example 2: subset the table initially assigned by the variable 'GENDER'
+#'   ds.subsetByClass(x='D', subsets='subtables', variables='GENDER')
+#'   # display the names of the subset tables that were generated in each study
+#'   ds.names('subtables')
+#'
+#'   # Example 3: generate a new variable 'gender' and split it into two vectors: males
+#'   # and females
+#'   ds.assign(toAssign='D$GENDER', newobj='gender')
+#'   ds.subsetByClass(x='gender', subsets='subvectors')
+#'   # display the names of the subset vectors that were generated in each study
+#'   ds.names('subvectors')
+#'
+#'   # clear the Datashield R sessions and logout
+#'   datashield.logout(conns)
+#'
+#' }
+#'
+ds.subsetByClass <- function(x=NULL, subsets="subClasses", variables=NULL, datasources=NULL){
+  .Deprecated("ds.dataFrameSubset")
+
+  # look for DS connections
+  if(is.null(datasources)){
+    datasources <- datashield.connections_find()
+  }
+
+  # ensure datasources is a list of DSConnection-class
+  if(!(is.list(datasources) && all(unlist(lapply(datasources, function(d) {methods::is(d,"DSConnection")}))))){
+    stop("The 'datasources' were expected to be a list of DSConnection-class objects", call.=FALSE)
+  }
+
+  if(is.null(x)){
+    stop("Please provide the name of the input data frame or factor!", call.=FALSE)
+  }
+
+  # check if the input x is defined in all the studies
+  defined <- isDefined(datasources, x)
+
+  # call the internal function that checks the input object is of the same class in all studies.
+  typ <- checkClass(datasources, x)
+
+  # the input object must be a dataframe or a factor
+  if(!('data.frame' %in% typ) & !('factor' %in% typ)){
+    message(paste0(x, " is of type ", typ, "!"))
+    stop("The object to subset from must be a 'data.frame' or a 'factor'.", call.=FALSE)
+  }
+
+  # number of studies and their names
+  numsources <- length(datasources)
+  stdnames <- names(datasources)
+
+  # check that, for each study,  all the columns of the input table are of 'numeric' type
+  if(typ == 'data.frame'){
+    dtname <- x
+    for(i in 1:numsources){
+      cols <- DSI::datashield.aggregate(datasources[i], call("colnamesDS", x))
+      dims <- DSI::datashield.aggregate(datasources[i], call("dimDS", x))
+      tracker <-c()
+      for(j in 1:dims[[1]][2]){
+        cally <- call("classDS", paste0(dtname, "$", cols[[1]][j]))
+        res <- DSI::datashield.aggregate(datasources[i], cally)
+        if(res[[1]] != 'factor'){
+          tracker <- append(tracker, 0)
+        }else{
+          tracker <- append(tracker, 1)
+        }
+      }
+      if(sum(tracker) == 0){
+        stop("No factor variable found in data frame ", dtname, " in ",  stdnames[i], ".", call.=FALSE)
+      }
+    }
+  }
+
+  # call the server side function that does the job
+  # get the indices of the columns referred to by their names in the arguments
+  if(is.null(variables)){
+    cally <- paste0("subsetByClassDS('", x, "')")
+  }else{
+    cally <- paste0("subsetByClassDS('", x, "', c('",paste(variables,collapse="','"),"'))")
+  }
+  DSI::datashield.assign(datasources, subsets, as.symbol(cally))
+
+  # check that the new object has been created and display a message accordingly
+  finalcheck <- isAssigned(datasources, subsets)
+
+}
diff --git a/R/ds.table.R b/R/ds.table.R
index 780f9f862..e1238e2a5 100644
--- a/R/ds.table.R
+++ b/R/ds.table.R
@@ -424,10 +424,10 @@ if(num.valid.studies==0)
 	if ((! table.assign) || report.chisq.tests)
 	{
 	    validity.message<-"All studies failed for reasons identified below"
-	    cat("\n",validity.message,"\n\n")
+	    message("\n",validity.message,"\n\n")
 	    for(ns in 1:numsources.orig)
 	    {
-	        cat("\nStudy",ns,": ",error.messages[[ns]],"\n")
+	        message("\nStudy",ns,": ",error.messages[[ns]],"\n")
 	    }
 
 	    return(list(validity.message=validity.message,error.messages=error.messages))
@@ -476,12 +476,12 @@ for(ns in 1:numsources.orig)
 	validity.message<-c(validity.message,message.add)
 	}
 
-#	cat("\n",validity.message,"\n")
+#	message("\n",validity.message,"\n")
 #	for(ns in 1:numsources.orig)
 #		{
-#		cat("\nStudy",ns,": ",error.messages[[ns]])
+#		message("\nStudy",ns,": ",error.messages[[ns]])
 #		}
-#		cat("\n\n")
+#		message("\n\n")
 
 #table.out<-table.out.valid
 #numsources<-length(table.out)
@@ -492,12 +492,12 @@ if(num.valid.studies==numsources.orig)
     validity.message<-"Data in all studies were valid"
     if (! table.assign)
     {
-	    cat("\n",validity.message,"\n")
+	    message("\n",validity.message,"\n")
 	    for(ns in 1:numsources.orig)
 		{
-		    cat("\nStudy",ns,": ",error.messages[[ns]])
+		    message("\nStudy",ns,": ",error.messages[[ns]])
 		}
-		cat("\n\n")
+		message("\n\n")
     }
 }
 
@@ -520,7 +520,6 @@ if(numsources>1)
       {
       all.dims.same<-FALSE
       return.message<-"Warning: tables in different sources have different numbers of dimensions. Please analyse and combine yourself from study.specific tables above" 
-      print(return.message)
       return(return.message)   
       }
     }
@@ -649,7 +648,7 @@ cells.so.far<-0
 
 table.current.study<-cbind(rvar.mark,cvar.mark,stvar.mark,count.in.cell)
 table.current.study[is.na(table.current.study)]<-"NA"
-#cat("current study =",ns)
+#message("current study =",ns)
 #print(table.current.study)
 
 
@@ -738,7 +737,7 @@ for(oo in 1:length(table.current.study[,1]))
   if(d1.a!=d1||d2.a!=d2||d3.a!=d3)
   {
   return.message=  "Dimensions of tables not behaving sensibly across studies.Please check the data in each study and calculate counts and percentages, yourself, using the counts from the individual studies"
-  cat(return.message)
+  message(return.message)
   return(return.message) 
   }
   
@@ -875,7 +874,7 @@ cells.so.far<-0
 
 table.current.study<-cbind(rvar.mark,cvar.mark,count.in.cell)
 table.current.study[is.na(table.current.study)]<-"NA"
-#cat("current study =",ns)
+#message("current study =",ns)
 #print(table.current.study)
 
 
@@ -959,7 +958,7 @@ for(oo in 1:length(table.current.study[,1]))
   if(d1.a!=d1||d2.a!=d2)
   {
   return.message=  "Dimensions of tables not behaving sensibly across studies.Please check the data in each study and calculate counts and percentages, yourself, using the counts from the individual studies"
-  cat(return.message)
+  message(return.message)
   return(return.message) 
   }
   
@@ -1082,7 +1081,7 @@ cells.so.far<-0
 
 table.current.study<-cbind(rvar.mark,count.in.cell)
 table.current.study[is.na(table.current.study)]<-"NA"
-#cat("current study =",ns)
+#message("current study =",ns)
 #print(table.current.study)
 
 
@@ -1153,7 +1152,7 @@ for(oo in 1:length(table.current.study[,1]))
   if(d1.a!=d1)
   {
   return.message=  "Dimensions of tables not behaving sensibly across studies.Please check the data in each study and calculate counts and percentages, yourself, using the counts from the individual studies"
-  cat(return.message)
+  message(return.message)
   return(return.message) 
   }
   
diff --git a/R/ds.table1D.R b/R/ds.table1D.R
index 07df60eb3..8a13afdc7 100644
--- a/R/ds.table1D.R
+++ b/R/ds.table1D.R
@@ -10,10 +10,10 @@
 #' count. This way it is possible the know the total count and combine total counts across data sources but it
 #' is not possible to identify the cell(s) that had the small counts which render the table invalid.
 #' @param x a character, the name of a numerical vector with discrete values - usually a factor.
-#' @param type a character which represent the type of table to ouput: pooled table or one table for each
+#' @param type a character which represent the type of table to output: pooled table or one table for each
 #' data source. If \code{type} is set to 'combine', a pooled 1-dimensional table is returned; if If \code{type}
 #' is set to 'split' a 1-dimensional table is returned for each data source.
-#' @param warningMessage a boolean, if set to TRUE (deafult) a warning is displayed if any returned table is invalid. Warning
+#' @param warningMessage a boolean, if set to TRUE (default) a warning is displayed if any returned table is invalid. Warning
 #' messages are suppressed if this parameter is set to FALSE. However the analyst can still view 'validity' information
 #' which are stored in the output object 'validity' - see the list of output objects.
 #' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
diff --git a/R/ds.table2D.R b/R/ds.table2D.R
index 301a89936..0dee00abd 100644
--- a/R/ds.table2D.R
+++ b/R/ds.table2D.R
@@ -10,11 +10,11 @@
 #' identify the cell(s) that had the small counts which render the table invalid.
 #' @param x a character, the name of a numerical vector with discrete values - usually a factor.
 #' @param y a character, the name of a numerical vector with discrete values - usually a factor.
-#' @param type a character which represent the type of table to ouput: pooled table or one table for each
+#' @param type a character which represent the type of table to output: pooled table or one table for each
 #' data source or both. If \code{type} is set to 'combine', a pooled 2-dimensional table is returned; If \code{type}
 #' is set to 'split' a 2-dimensional table is returned for each data source. If \code{type} is set to 'both' (default)
 #' a pooled 2-dimensional table plus a 2-dimensional table for each data source are returned.
-#' @param warningMessage a boolean, if set to TRUE (deafult) a warning is displayed if any returned table is invalid. Warning
+#' @param warningMessage a boolean, if set to TRUE (default) a warning is displayed if any returned table is invalid. Warning
 #' messages are suppressed if this parameter is set to FALSE. However the analyst can still view 'validity' information
 #' which are stored in the output object 'validity' - see the list of output objects.
 #' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
diff --git a/R/ds.unique.R b/R/ds.unique.R
index 327585bd2..8f2717054 100644
--- a/R/ds.unique.R
+++ b/R/ds.unique.R
@@ -4,7 +4,7 @@
 #' @details Will create a vector or list which has no duplicate values.
 #' 
 #' Server function called: \code{uniqueDS}
-#' @param x.name a character string providing the name of the varable, in the server, to perform \code{unique} upon
+#' @param x.name a character string providing the name of the variable, in the server, to perform \code{unique} upon
 #' @param newobj a character string that provides the name for the output object
 #' that is stored on the data servers. Default \code{unique.newobj}.
 #' @param datasources a list of \code{\link[DSI]{DSConnection-class}} 
diff --git a/R/ds.vectorCalc.R b/R/ds.vectorCalc.R
index f019c7bca..f8918aab4 100644
--- a/R/ds.vectorCalc.R
+++ b/R/ds.vectorCalc.R
@@ -3,10 +3,10 @@
 #' @description Carries out a row-wise operation on two or more vector. The function calls no
 #' server side function; it uses the R operation symbols built in DataSHIELD.
 #' @details In DataSHIELD it is possible to perform an operation on vectors by just using the relevant
-#' R symbols (e.g. '+' for addtion, '*' for multiplication, '-' for substraction and '/' for division).
+#' R symbols (e.g. '+' for addition, '*' for multiplication, '-' for subtraction and '/' for division).
 #' This might however be inconvenient if the number of vectors to include in the operation is large.
 #' This function takes the names of two or more vectors and performs the desired operation which could be
-#' an addition, a multiplication, a substraction or a division. If one or more vectors have a missing value
+#' an addition, a multiplication, a subtraction or a division. If one or more vectors have a missing value
 #' at any one entry (i.e. observation), the operation returns a missing value ('NA') for that entry; the output
 #' vectors has, hence the same length as the input vectors.
 #' @param x a vector of characters, the names of the vectors to include in the operation.
diff --git a/R/glmChecks.R b/R/glmChecks.R
index c720fa45f..6dcfe2ee7 100644
--- a/R/glmChecks.R
+++ b/R/glmChecks.R
@@ -1,14 +1,14 @@
 #'
 #' @title Checks if the elements in the glm model have the right characteristics
 #' @description This is an internal function required by the client function \code{ds.glm}
-#' to verify all the variables and ensure the process does not halt inadvertanly.
+#' to verify all the variables and ensure the process does not halt inadvertently
 #' @details the variables are checked to ensure they are defined, not empty (i.e. are not missing
-#' at complete) and evantually (if 'offset' or 'weights') are of 'numeric' with non negative value
+#' at complete) and eventually (if 'offset' or 'weights') are of 'numeric' with non negative value
 #' (if 'weights').
 #' @param formula a character, a regression formula given as a string character
 #' @param data a character, the name of an optional data frame containing the variables in
 #' in the \code{formula}.
-#' @param offset  null or a numreric vector that can be used to specify an a priori known component to be
+#' @param offset  null or a numeric vector that can be used to specify an a priori known component to be
 #' included in the linear predictor during fitting.
 #' @param weights  a character, the name of an optional vector of 'prior weights' to be used in the fitting
 #' process. Should be NULL or a numeric vector.
diff --git a/R/logical2int.R b/R/logical2int.R
new file mode 100644
index 000000000..575960c41
--- /dev/null
+++ b/R/logical2int.R
@@ -0,0 +1,19 @@
+#' 
+#' @title Turns a logical operator into an integer
+#' @description This is an internal function.
+#' @details This function is called to turn a logical operator given as a 
+#' character into an integer: '>' is turned into 1, '>=' into 2, '<' into 3, 
+#' '<=' into 4, '==' into 5 and '!=' into 6.
+#' @param obj a character, the logical parameter to turn into an integer
+#' @keywords internal
+#' @return an integer
+#'
+logical2int <- function(obj=NULL){
+  if(obj == ">"){ objout <- 1}
+  if(obj == ">="){ objout <- 2}
+  if(obj == "<"){ objout <- 3}
+  if(obj == "<="){ objout <- 4}
+  if(obj == "=="){ objout <- 5}
+  if(obj == "!="){ objout <- 6}
+  return (objout)
+}
\ No newline at end of file
diff --git a/R/meanByClassHelper0a.R b/R/meanByClassHelper0a.R
index 21c6e90ca..c1c51c9b6 100644
--- a/R/meanByClassHelper0a.R
+++ b/R/meanByClassHelper0a.R
@@ -7,7 +7,7 @@
 #' @param b a character, the name of a factor vector.
 #' @param type a character which represents the type of analysis to carry out. If \code{type} is set to
 #' 'combine', a pooled table of results is generated. If \code{type} is set to 'split', a table of results
-#' is genrated for each study.
+#' is generated for each study.
 #' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
 #' the default set of connections will be used: see \link[DSI]{datashield.connections_default}.
 #' @return a table or a list of tables that hold the length of the numeric variable and its mean
diff --git a/R/meanByClassHelper0b.R b/R/meanByClassHelper0b.R
index 1419d53f2..89c1c17d6 100644
--- a/R/meanByClassHelper0b.R
+++ b/R/meanByClassHelper0b.R
@@ -2,13 +2,13 @@
 #' @title Runs the computation if variables are within a table structure
 #' @description This is an internal function.
 #' @details This function is called by the function 'ds.meanByClass' to produce the final tables
-#' if the user soecify a table structure.
+#' if the user specify a table structure.
 #' @param x a character, the name of the dataset to get the subsets from.
 #' @param outvar a character vector, the names of the continuous variables
 #' @param covar a character vector, the names of up to 3 categorical variables
 #' @param type a character which represents the type of analysis to carry out. If \code{type} is set to
 #' 'combine', a pooled table of results is generated. If \code{type} is set to 'split', a table of results
-#' is genrated for each study.
+#' is generated for each study.
 #' @param datasources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
 #' the default set of connections will be used: see \link[DSI]{datashield.connections_default}.
 #' @return a table or a list of tables that hold the length of the numeric variable(s) and their mean
diff --git a/R/meanByClassHelper2.R b/R/meanByClassHelper2.R
index 9fac9125a..55dca1c33 100644
--- a/R/meanByClassHelper2.R
+++ b/R/meanByClassHelper2.R
@@ -2,12 +2,12 @@
 #' @title Generates a table for pooled results
 #' @description This is an internal function.
 #' @details This function is called by the function 'ds.meanByClass' to produce the final table
-#' if the user sets the parmater 'type' to combine (the default behaviour of 'ds.meanByClass').
+#' if the user sets the parameter 'type' to combine (the default behaviour of 'ds.meanByClass').
 #' @param dtsources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
 #' the default set of connections will be used: see \link[DSI]{datashield.connections_default}.
 #' @param tablenames a character vector, the name of the subset tables
 #' @param variables a character vector, the names of the continuous variables to computes a mean for.
-#' @param invalidrecorder a list, holds informations about invalid subsets in each study.
+#' @param invalidrecorder a list, holds information about invalid subsets in each study.
 #' @keywords internal
 #' @return a matrix, a table which contains the length, mean and standard deviation of each of the
 #' specified 'variables' in each subset table.
diff --git a/R/meanByClassHelper3.R b/R/meanByClassHelper3.R
index 61e61d1f8..4c834b78a 100644
--- a/R/meanByClassHelper3.R
+++ b/R/meanByClassHelper3.R
@@ -2,12 +2,12 @@
 #' @title Generates results tables for each study separately
 #' @description This is an internal function.
 #' @details This function is called by the function 'ds.meanByClass' to produce the final tables
-#' if the user sets the parmater 'type' to 'split'.
+#' if the user sets the parameter 'type' to 'split'.
 #' @param dtsources a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
 #' the default set of connections will be used: see \link[DSI]{datashield.connections_default}.
 #' @param tablenames a character vector, the name of the subset tables
 #' @param variables a character vector, the names of the continuous variables to computes a mean for.
-#' @param invalidrecorder a list, holds informations about invalid subsets in each study
+#' @param invalidrecorder a list, holds information about invalid subsets in each study
 #' @keywords internal
 #' @return a list which one results table for each study.
 #' @author Gaye, A.
@@ -19,7 +19,7 @@ meanByClassHelper3 <- function(dtsources, tablenames, variables, invalidrecorder
   finalist <- vector('list', length(dtsources))
   for(s in 1:length(dtsources)){
 
-    # now get the mean and SD for the continuous variables in each of tthe subset tables
+    # now get the mean and SD for the continuous variables in each of the subset tables
     finaltable <- matrix(numeric(0), ncol=numtables)
     finalrows <- c()
     for(z in 1:length(variables)){
diff --git a/R/subsetHelper.R b/R/subsetHelper.R
new file mode 100644
index 000000000..025a06803
--- /dev/null
+++ b/R/subsetHelper.R
@@ -0,0 +1,76 @@
+#'
+#' @title Ensures that the requested subset is not larger than the original object
+#' @description Compares subset and original object sizes and eventually carries out subsetting. 
+#' @details This function is called by the function \code{ds.subset} to ensure that the requested subset
+#' is not larger than the original object.
+#' 
+#' This function is internal.
+#' 
+#' Server function called: \code{dimDS}
+#' @param dts a list of \code{\link[DSI]{DSConnection-class}} 
+#' objects obtained after login. If the \code{datasources} argument is not specified
+#' the default set of connections will be used: see \code{\link[DSI]{datashield.connections_default}}.
+#' @param data a character string specifying the name of the data frame or
+#' the factor vector and the range of the subset.
+#' @param rs a vector of two integers specifying the indices of the rows de extract.
+#' @param cs a vector of two integers or one or more characters.
+#' @keywords internal
+#' @return \code{subsetHelper} returns a message or the class of the object if the 
+#' object has the same class in all studies.
+#' @examples
+#' \dontrun{
+#'
+#'  ## Version 6, for version 5 see the Wiki
+#'   
+#'   # connecting to the Opal servers
+#' 
+#'   require('DSI')
+#'   require('DSOpal')
+#'   require('dsBaseClient')
+#'
+#'   builder <- DSI::newDSLoginBuilder()
+#'   builder$append(server = "study1", 
+#'                  url = "http://192.168.56.100:8080/", 
+#'                  user = "administrator", password = "datashield_test&", 
+#'                  table = "CNSIM.CNSIM1", driver = "OpalDriver")
+#'   builder$append(server = "study2", 
+#'                  url = "http://192.168.56.100:8080/", 
+#'                  user = "administrator", password = "datashield_test&", 
+#'                  table = "CNSIM.CNSIM2", driver = "OpalDriver")
+#'   builder$append(server = "study3",
+#'                  url = "http://192.168.56.100:8080/", 
+#'                  user = "administrator", password = "datashield_test&", 
+#'                  table = "CNSIM.CNSIM3", driver = "OpalDriver")
+#'   logindata <- builder$build()
+#'   
+#'   connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
+#'   
+#'   subsetHelper(dts = connections, 
+#'                data = "D", 
+#'                rs = 1:10, 
+#'                cs = c("D$LAB_TSC","D$LAB_TRIG"))  
+#'                       
+#'   # clear the Datashield R sessions and logout
+#'   datashield.logout(connections)
+#' }
+#'
+subsetHelper <- function(dts, data, rs=NULL, cs=NULL){
+
+  # if the size of the requested subset is greater than that of original inform the user and stop the process
+  dims <- DSI::datashield.aggregate(dts, call("dimDS", data))
+  fail <- c(0,0)
+
+  if(!(is.null(rs))){
+    if(length(rs) > dims[[1]][1] ){
+      fail[1] <- 1
+    }
+  }
+
+  if(!(is.null(cs))){
+    if(length(cs) > dims[[1]][2]){
+      fail[2] <- 1
+    }
+  }
+  return(fail)
+
+}
diff --git a/README.md b/README.md
index 173f08245..616c30dcd 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,38 @@
-dsBaseClient
-============
+## dsBaseClient: 'DataSHIELD' Client Side Base Functions
 
-DataSHIELD client side base R library.
+[![License](https://img.shields.io/badge/License-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0.html)
+[![](https://www.r-pkg.org/badges/version/dsBaseClient?color=black)](https://cran.r-project.org/package=dsBaseClient)
+[![R build
+status](https://github.com/datashield/dsBaseClient/workflows/R-CMD-check/badge.svg)](https://github.com/datashield/dsBaseClient/actions)
+[![Codecov test coverage](https://codecov.io/gh/datashield/dsBaseClient/graph/badge.svg)](https://app.codecov.io/gh/datashield/dsBaseClient)
 
-[![License](https://img.shields.io/badge/license-GPLv3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0.html)
+## Installation
 
-About
-=====
+You can install the released version of dsBaseClient from
+[CRAN](https://cran.r-project.org/package=dsBaseClient) with:
 
-DataSHIELD is a software package which allows you to do non-disclosive federated analysis on sensitive data. Our website (https://www.datashield.org) has in depth descriptions of what it is, how it works and how to install it. A key point to highlight is that DataSHIELD has a client-server infrastructure, so the dsBase package (https://github.com/datashield/dsBase) needs to be used in conjuction with the dsBaseClient package (https://github.com/datashield/dsBaseClient) - trying to use one without the other makes no sense.
+``` r
+install.packages("dsBaseClient")
+```
+
+And the development version from
+[GitHub](https://github.com/datashield/dsBaseClient/) with:
+<!-- You can install the development version from [GitHub](https://github.com/) with: -->
+
+``` r
+install.packages("remotes")
+remotes::install_github("datashield/dsBaseClient", "<BRANCH>")
+
+# Install v6.3.5 with the following
+remotes::install_github("datashield/dsBaseClient", "6.3.5")
+```
+
+For a full list of development branches, checkout https://github.com/datashield/dsBaseClient/branches
+
+
+## About
+
+DataSHIELD is a software package which allows you to do non-disclosive federated analysis on sensitive data. Our website (https://www.datashield.org) has in depth descriptions of what it is, how it works and how to install it. A key point to highlight is that DataSHIELD has a client-server infrastructure, so the dsBase package (https://github.com/datashield/dsBase) needs to be used in conjunction with the dsBaseClient package (https://github.com/datashield/dsBaseClient) - trying to use one without the other makes no sense.
 
 Detailed instructions on how to install DataSHIELD are at https://www.datashield.org/wiki.
 
@@ -21,3 +45,40 @@ The code here is organised as:
 | obiba CRAN                   | Where you probably should install DataSHIELD from. |
 | releases                     | Stable releases. |
 | master branch                | Mostly in sync with the latest release, changes rarely. |
+
+## References
+
+[1] Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R,
+  Avraam D, Marcon Y, Bishop T, Gaye A, Escribà Montagut X, Wheater S (2025). 
+  _dsBaseClient: 'DataSHIELD' Client Side Base Functions_. R package version 6.3.5.
+
+[2] Gaye A, Marcon Y, Isaeva J, LaFlamme P, Turner A, Jones E, Minion J, Boyd A, Newby C, Nuotio
+  M, Wilson R, Butters O, Murtagh B, Demir I, Doiron D, Giepmans L, Wallace S, Budin-Ljøsne I,
+  Oliver Schmidt C, Boffetta P, Boniol M, Bota M, Carter K, deKlerk N, Dibben C, Francis R,
+  Hiekkalinna T, Hveem K, Kvaløy K, Millar S, Perry I, Peters A, Phillips C, Popham F, Raab G,
+  Reischl E, Sheehan N, Waldenberger M, Perola M, van den Heuvel E, Macleod J, Knoppers B,
+  Stolk R, Fortier I, Harris J, Woffenbuttel B, Murtagh M, Ferretti V, Burton P (2014).
+  “DataSHIELD: taking the analysis to the data, not the data to the analysis.” _International
+  Journal of Epidemiology_, *43*(6), 1929-1944. <https://doi.org/10.1093/ije/dyu188>.
+
+[3] Wilson R, W. Butters O, Avraam D, Baker J, Tedds J, Turner A, Murtagh M, R. Burton P (2017).
+  “DataSHIELD – New Directions and Dimensions.” _Data Science Journal_, *16*(21), 1-21.
+  <https://doi.org/10.5334/dsj-2017-021>.
+
+[4] Avraam D, Wilson R, Aguirre Chan N, Banerjee S, Bishop T, Butters O, Cadman T, Cederkvist L,
+  Duijts L, Escribà Montagut X, Garner H, Gonçalves G, González J, Haakma S, Hartlev M,
+  Hasenauer J, Huth M, Hyde E, Jaddoe V, Marcon Y, Mayrhofer M, Molnar-Gabor F, Morgan A,
+  Murtagh M, Nestor M, Nybo Andersen A, Parker S, Pinot de Moira A, Schwarz F,
+  Strandberg-Larsen K, Swertz M, Welten M, Wheater S, Burton P (2024). “DataSHIELD:
+  mitigating disclosure risk in a multi-site federated analysis platform.” _Bioinformatics
+  Advances_, *5*(1), 1-21. <https://doi.org/10.1093/bioadv/vbaf046>.
+
+> **_Note:_** Apple Mx architecture users, please be aware that there are some numerical limitations on this platform, which leads to unexpected results when using base R packages, like stats​.
+>
+> x <- c(0, 3, 7)
+>
+> 1 - cor(x, x)​
+>
+> The above should result in a value of zero.
+>
+> _Also See:_ For more details see https://cran.r-project.org/doc/FAQ/R-FAQ.html#Why-doesn_0027t-R-think-these-numbers-are-equal_003f and the bug report: https://bugs.r-project.org/show_bug.cgi?id=18941
diff --git a/_pkgdown.yml b/_pkgdown.yml
index 4c98f6e56..f46c2ebc7 100644
--- a/_pkgdown.yml
+++ b/_pkgdown.yml
@@ -1,3 +1,4 @@
 template:
+  lang: en-GB
   params:
     bootswatch: simplex
diff --git a/armadillo_azure-pipelines.yml b/armadillo_azure-pipelines.yml
index bd38158ba..92a753a7f 100644
--- a/armadillo_azure-pipelines.yml
+++ b/armadillo_azure-pipelines.yml
@@ -132,14 +132,14 @@ jobs:
       sudo apt-get upgrade -y
 
       sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
-      sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev -y
+      sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev libudunits2-dev -y
       sudo R -q -e "install.packages(c('devtools','covr'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('fields','meta','metafor','ggplot2','gridExtra','data.table'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('DSI','DSOpal','DSLite'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('MolgenisAuth', 'MolgenisArmadillo', 'DSMolgenisArmadillo'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('DescTools','e1071'), dependencies=TRUE, repos='https://cloud.r-project.org')"
 
-      sudo R -q -e "library('devtools'); devtools::install_github(repo='datashield/dsDangerClient', ref='6.3.1', dependencies = TRUE)"
+      sudo R -q -e "library('devtools'); devtools::install_github(repo='datashield/dsDangerClient', ref='6.3.4', dependencies = TRUE)"
 
       # XML grep for coverage report merging
       sudo apt-get install -qq xml-twig-tools -y
@@ -235,7 +235,7 @@ jobs:
 
       curl -u admin:admin -X GET http://localhost:8080/packages
 
-      curl -u admin:admin --max-time 300 -v -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.4.0.9000-permissive.tar.gz" -X POST http://localhost:8080/install-package
+      curl -u admin:admin --max-time 300 -v -H 'Content-Type: multipart/form-data' -F "file=@dsBase_6.4.0-permissive.tar.gz" -X POST http://localhost:8080/install-package
       sleep 60
 
       docker container restart dsbaseclient_armadillo_1
@@ -364,7 +364,7 @@ jobs:
   - bash: |
       curl -u admin:admin http://localhost:8080/whitelist
 
-      curl -u admin:admin -v -H 'Content-Type: multipart/form-data' -F "file=@dsDanger_6.4.0.9000.tar.gz" -X POST http://localhost:8080/install-package
+      curl -u admin:admin -v -H 'Content-Type: multipart/form-data' -F "file=@dsDanger_6.4.0.tar.gz" -X POST http://localhost:8080/install-package
 
       docker container restart dsbaseclient_armadillo_1
       sleep 60
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index 60fdf85bf..a732a0ab2 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -3,11 +3,9 @@
 # Starts with a vanilla Opal docker composition, installs dsBase
 # and dsBaseClient (as well as dependencies - including a fully functional
 # Opal server).
-# Does checks and tests then saves results to testStatus repo.
 #
 # Inside the root directory $(Pipeline.Workspace) will be a file tree like:
 # /dsBaseClient               <- Checked out version of datashield/dsBaseClient
-# /testStatus                 <- Checked out version of datashield/testStatus
 # /logs                       <- Where results of tests and lots are collated
 #
 # As of May 2020 this takes ~ 70 mins to run.
@@ -36,18 +34,6 @@ variables:
   _r_check_system_clock_: 0
 
 
-#########################################################################################
-# Need to define all the GH repos and their access tokens, see:
-# https://docs.microsoft.com/en-us/azure/devops/pipelines/library/service-endpoints?view=azure-devops&tabs=yaml
-resources:
-  repositories:
-  - repository: testStatusRepo
-    type: github
-    endpoint: datashield-testing
-    name: datashield/testStatus
-    ref: master
-
-
 #########################################################################################
 # When and under what condition to run the pipeline.
 schedules:
@@ -82,11 +68,6 @@ jobs:
   - checkout: self
     path: 'dsBaseClient'
 
-  - checkout: testStatusRepo
-    path: 'testStatus'
-    persistCredentials: true
-    condition: and(eq(variables['Build.Repository.Name'], 'datashield/dsBaseClient'), ne(variables['Build.Reason'], 'PullRequest'))
-
 
     #####################################################################################
     # The MySQL install that comes with the VM doesn't seem compatable with our set up
@@ -132,7 +113,7 @@ jobs:
       sudo apt-get upgrade -y
 
       sudo apt-get install -qq libxml2-dev libcurl4-openssl-dev libssl-dev libgsl-dev libgit2-dev r-base -y
-      sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev -y
+      sudo apt-get install -qq libharfbuzz-dev libfribidi-dev libmagick++-dev libudunits2-dev -y
       sudo R -q -e "install.packages(c('curl','httr'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('devtools','covr'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('fields','meta','metafor','ggplot2','gridExtra','data.table'), dependencies=TRUE, repos='https://cloud.r-project.org')"
@@ -140,7 +121,7 @@ jobs:
       sudo R -q -e "install.packages(c('MolgenisAuth', 'MolgenisArmadillo', 'DSMolgenisArmadillo'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('DescTools','e1071'), dependencies=TRUE, repos='https://cloud.r-project.org')"
 
-      sudo R -q -e "library('devtools'); devtools::install_github(repo='datashield/dsDangerClient', ref='6.4.0', dependencies = TRUE)"
+      sudo R -q -e "library('devtools'); devtools::install_github(repo='datashield/dsDangerClient', ref='6.3.4', dependencies = TRUE)"
 
       # XML grep for coverage report merging
       sudo apt-get install -qq xml-twig-tools -y
@@ -235,7 +216,7 @@ jobs:
   - bash: |
       R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(o)"
 
-      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = '6.3.2'); opal.logout(opal)"
+      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = 'v6.3.5-dev'); opal.logout(opal)"
 
       sleep 60
 
@@ -363,7 +344,7 @@ jobs:
 
       R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(o)"
 
-      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsDanger', username = 'datashield', ref = '6.3.1'); opal.logout(opal)"
+      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsDanger', username = 'datashield', ref = '6.3.4'); opal.logout(opal)"
 
     workingDirectory: $(Pipeline.Workspace)/dsBaseClient
     displayName: 'Install dsDanger package on Opal server'
@@ -524,75 +505,6 @@ jobs:
     displayName: 'Down Opal Docker Composition'
     condition: succeeded()
 
-    #####################################################################################
-    #                                Windup phase
-    #####################################################################################
-
-    #####################################################################################
-    # Output some important version numbers to file. This gets added to the testStatus 
-    # commit so it can be parsed and used on the status table.
-  - bash: |
-
-      echo 'branch:'$(branchName) >> $(datetime).txt
-      echo 'os:'$(lsb_release -ds) >> $(datetime).txt
-      echo 'R:'$(R --version | head -n 1) >> $(datetime).txt
-      echo 'opal:'$(opal system --opal localhost:8443 --user administrator --password "datashield_test&" --version) >> $(datetime).txt
-
-    workingDirectory: $(Pipeline.Workspace)/logs
-    displayName: 'Write versions to file'
-    condition: succeededOrFailed()
-
-
-    #####################################################################################
-    # Checkout the testStatus repo, add the results from here, push back to GH.
-    # TODO: Automatically pull in better email/name info from somewhere.
-    # TODO: More debug info in commit message
-  - bash: |
-
-      # Git needs some config set to be able to push to a repo. 
-      git config --global user.email "you@example.com"
-      git config --global user.name "Azure pipeline"
-
-      # This repo is checked out in detatched head state, so reconnect it here.
-      git checkout master
-
-      # It is possible that other commits have been made to the testStatus repo since it 
-      # was checked out. i.e. other pipeline runs might have finished.
-      git pull
-
-      # Make the directories if they dont already exist
-      mkdir --parents logs/$(projectName)/$(branchName)
-      mkdir --parents docs/$(projectName)/$(branchName)/latest
-
-      cp $(Pipeline.Workspace)/logs/coveragelist.csv logs/$(projectName)/$(branchName)/
-      cp $(Pipeline.Workspace)/logs/coveragelist.csv logs/$(projectName)/$(branchName)/$(datetime).csv
-
-      cp $(Pipeline.Workspace)/logs/test_results.xml logs/$(projectName)/$(branchName)/
-      cp $(Pipeline.Workspace)/logs/test_results.xml logs/$(projectName)/$(branchName)/$(datetime).xml
-
-      cp $(Pipeline.Workspace)/logs/$(datetime).txt logs/$(projectName)/$(branchName)/
-
-      # Run the script to parse the results and build the html pages.
-      # status.py JUnit_file.xml coverage_file.csv output_file.html local_repo_path remote_repo_name branch
-      source/status.py logs/$(projectName)/$(branchName)/$(datetime).xml logs/$(projectName)/$(branchName)/$(datetime).csv logs/$(projectName)/$(branchName)/$(datetime).txt status.html $(Pipeline.Workspace)/$(projectName) $(projectName) $(branchName)
-
-      cp status.html docs/$(projectName)/$(branchName)/latest/index.html
-      git add logs/$(projectName)/$(branchName)/coveragelist.csv
-      git add logs/$(projectName)/$(branchName)/test_results.xml
-      git add logs/$(projectName)/$(branchName)/$(datetime).xml
-      git add logs/$(projectName)/$(branchName)/$(datetime).csv
-      git add logs/$(projectName)/$(branchName)/$(datetime).txt
-      git add docs/$(projectName)/$(branchName)/latest/index.html
-
-      git commit -m "Azure auto test for $(projectName)/$(branchName) @ $(datetime)" -m "Debug info:\nProjectName:$(projectName)\nBranchName:$(branchName)\nDataTime:$(datetime)"
-      git push
-      exit 0
-
-    workingDirectory: $(Pipeline.Workspace)/testStatus
-    displayName: 'Parse test results'
-    condition: and(eq(variables['Build.Repository.Name'], 'datashield/dsBaseClient'), ne(variables['Build.Reason'], 'PullRequest'))
-
-
     #####################################################################################
     # Output the environment information to the console. This is useful for debugging.
     # Always do this, even if some of the above has failed or the job has been cacelled.
diff --git a/docker-compose_armadillo.yml b/docker-compose_armadillo.yml
index 2dd1c4de4..2912255c7 100644
--- a/docker-compose_armadillo.yml
+++ b/docker-compose_armadillo.yml
@@ -3,11 +3,7 @@ services:
         hostname: armadillo
         ports:
             - 8080:8080
-<<<<<<< HEAD
-        image: datashield/armadillo_citest:5.0.0
-=======
-        image: datashield/armadillo_citest:5.1.2
->>>>>>> origin/v6.3.3-dev
+        image: datashield/armadillo_citest:5.11.0
         environment:
             LOGGING_CONFIG: 'classpath:logback-file.xml'
             AUDIT_LOG_PATH: '/app/logs/audit.log'
@@ -20,10 +16,7 @@ services:
 
     default:
         hostname: default
-<<<<<<< HEAD
         image: datashield/rock-margin-devel-permissive:latest
-=======
-        image: datashield/rserver-neutron-gypsum-permissive:latest
->>>>>>> origin/v6.3.3-dev
+#        image: datashield/rserver-panda-lamda:devel
         environment:
             DEBUG: "FALSE"
diff --git a/docker-compose_opal.yml b/docker-compose_opal.yml
index 5979ab7be..a9ab28741 100644
--- a/docker-compose_opal.yml
+++ b/docker-compose_opal.yml
@@ -1,8 +1,8 @@
 services:
     opal:
-        image: datashield/opal_citest:5.1.4
+        image: datashield/opal_citest:latest
         ports:
-            - "8443:8443"
+            - 8443:8443
         links:
             - mongo
             - rock
@@ -20,4 +20,6 @@ services:
             - MONGO_INITDB_ROOT_USERNAME=root
             - MONGO_INITDB_ROOT_PASSWORD=foobar
     rock:
-        image: datashield/rock-margin-joule-permissive:latest
+        image: datashield/rock-margin-devel-permissive:latest
+        environment:
+            DEBUG: "FALSE"
diff --git a/docs/404.html b/docs/404.html
index bac28cec0..42f9ed01f 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB">
 <head>
 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
 <meta charset="utf-8">
@@ -73,12 +73,12 @@ <h1>Page not found (404)</h1>
 
       <footer><div class="copyright">
   <p></p>
-<p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+<p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer>
diff --git a/docs/LICENSE.html b/docs/LICENSE.html
index 40bc80ee8..515536140 100644
--- a/docs/LICENSE.html
+++ b/docs/LICENSE.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>NA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css"><script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet"><script src="pkgdown.js"></script><meta property="og:title" content="NA"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>NA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css"><script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet"><script src="pkgdown.js"></script><meta property="og:title" content="NA"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -256,11 +256,11 @@ <h1>NA</h1>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/authors.html b/docs/authors.html
index d662e9c57..a4be467aa 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Authors and Citation • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css"><script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet"><script src="pkgdown.js"></script><meta property="og:title" content="Authors and Citation"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Authors and Citation • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="bootstrap-toc.css"><script src="bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet"><script src="pkgdown.js"></script><meta property="og:title" content="Authors and Citation"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -40,19 +40,19 @@ <h1>Authors and Citation</h1>
 
 
       <ul class="list-unstyled"><li>
-          <p><strong>Paul Burton</strong>. Author.
+          <p><strong>Paul Burton</strong>. Author. <a href="https://orcid.org/0000-0001-5799-9634" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
         </li>
         <li>
-          <p><strong>Rebecca Wilson</strong>. Author.
+          <p><strong>Rebecca Wilson</strong>. Author. <a href="https://orcid.org/0000-0003-2294-593X" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
         </li>
         <li>
-          <p><strong>Olly Butters</strong>. Author.
+          <p><strong>Olly Butters</strong>. Author. <a href="https://orcid.org/0000-0003-0354-8461" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
         </li>
         <li>
-          <p><strong>Patricia Ryser-Welch</strong>. Author.
+          <p><strong>Patricia Ryser-Welch</strong>. Author. <a href="https://orcid.org/0000-0002-0070-0264" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
         </li>
         <li>
@@ -75,6 +75,18 @@ <h1>Authors and Citation</h1>
           <p><strong>Yannick Marcon</strong>. Author. <a href="https://orcid.org/0000-0003-0138-2023" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
         </li>
+        <li>
+          <p><strong>Tom Bishop</strong>. Author.
+          </p>
+        </li>
+        <li>
+          <p><strong>Amadou Gaye</strong>. Author. <a href="https://orcid.org/0000-0002-1180-2792" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
+          </p>
+        </li>
+        <li>
+          <p><strong>Xavier Escribà-Montagut</strong>. Author. <a href="https://orcid.org/0000-0003-2888-8948" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
+          </p>
+        </li>
         <li>
           <p><strong>Stuart Wheater</strong>. Author, maintainer. <a href="https://orcid.org/0009-0003-2419-1964" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
           </p>
@@ -88,16 +100,62 @@ <h1 id="citation">Citation</h1>
     </div>
 
 
-    <p>Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R, Avraam D, Marcon Y, Wheater S (2025).
-<em>dsBaseClient: DataSHIELD Client Functions</em>.
+    <p>Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R, Avraam D, Marcon Y, Bishop T, Gaye A, Escribà-Montagut X, Wheater S (????).
+<em>dsBaseClient: 'DataSHIELD' Client Side Base Functions</em>.
 R package version 6.4.0.9000.
 </p>
     <pre>@Manual{,
-  title = {dsBaseClient: DataSHIELD Client Functions},
-  author = {Paul Burton and Rebecca Wilson and Olly Butters and Patricia Ryser-Welch and Alex Westerberg and Leire Abarrategui and Roberto Villegas-Diaz and Demetris Avraam and Yannick Marcon and Stuart Wheater},
-  year = {2025},
+  title = {dsBaseClient: 'DataSHIELD' Client Side Base Functions},
+  author = {Paul Burton and Rebecca Wilson and Olly Butters and Patricia Ryser-Welch and Alex Westerberg and Leire Abarrategui and Roberto Villegas-Diaz and Demetris Avraam and Yannick Marcon and Tom Bishop and Amadou Gaye and Xavier Escribà-Montagut and Stuart Wheater},
   note = {R package version 6.4.0.9000},
 }</pre>
+    <p>Gaye A, Marcon Y, Isaeva J, LaFlamme P, Turner A, Jones E, Minion J, Boyd A, Newby C, Nuotio M, Wilson R, Butters O, Murtagh B, Demir I, Doiron D, Giepmans L, Wallace S, Budin-Ljøsne I, Schmidt C, Boffetta P, Boniol M, Bota M, Carter K, deKlerk N, Dibben C, Francis R, Hiekkalinna T, Hveem K, Kvaløy K, Millar S, Perry I, Peters A, Phillips C, Popham F, Raab G, Reischl E, Sheehan N, Waldenberger M, Perola M, van den Heuvel E, Macleod J, Knoppers B, Stolk R, Fortier I, Harris J, Woffenbuttel B, Murtagh M, Ferretti V, Burton P (2014).
+“DataSHIELD: taking the analysis to the data, not the data to the analysis.”
+<em>International Journal of Epidemiology</em>, <b>43</b>(6), 1929–1944.
+<a href="https://doi.org/10.1093/ije/dyu188" class="external-link">doi:10.1093/ije/dyu188</a>.
+</p>
+    <pre>@Article{,
+  title = {{DataSHIELD: taking the analysis to the data, not the data to the analysis}},
+  author = {Amadou Gaye and Yannick Marcon and Julia Isaeva and Philippe {LaFlamme} and Andrew Turner and Elinor M Jones and Joel Minion and Andrew W Boyd and Christopher J Newby and Marja-Liisa Nuotio and Rebecca Wilson and Oliver Butters and Barnaby Murtagh and Ipek Demir and Dany Doiron and Lisette Giepmans and Susan E Wallace and Isabelle Budin-Lj{\o}sne and Carsten O. Schmidt and Paolo Boffetta and Mathieu Boniol and Maria Bota and Kim W Carter and Nick {deKlerk} and Chris Dibben and Richard W Francis and Tero Hiekkalinna and Kristian Hveem and Kirsti Kval{\o}y and Sean Millar and Ivan J Perry and Annette Peters and Catherine M Phillips and Frank Popham and Gillian Raab and Eva Reischl and Nuala Sheehan and Melanie Waldenberger and Markus Perola and Edwin {{van den Heuvel}} and John Macleod and Bartha M Knoppers and Ronald P Stolk and Isabel Fortier and Jennifer R Harris and Bruce H R Woffenbuttel and Madeleine J Murtagh and Vincent Ferretti and Paul R Burton},
+  journal = {International Journal of Epidemiology},
+  year = {2014},
+  volume = {43},
+  number = {6},
+  pages = {1929--1944},
+  doi = {10.1093/ije/dyu188},
+}</pre>
+    <p>Wilson R, Butters O, Avraam D, Baker J, Tedds J, Turner A, Murtagh M, Burton P (2017).
+“DataSHIELD – New Directions and Dimensions.”
+<em>Data Science Journal</em>, <b>16</b>(21), 1–21.
+<a href="https://doi.org/10.5334/dsj-2017-021" class="external-link">doi:10.5334/dsj-2017-021</a>.
+</p>
+    <pre>@Article{,
+  title = {{DataSHIELD – New Directions and Dimensions}},
+  author = {Rebecca C. Wilson and Oliver W. Butters and Demetris Avraam and James Baker and Jonathan A. Tedds and Andrew Turner and Madeleine Murtagh and Paul R. Burton},
+  journal = {Data Science Journal},
+  year = {2017},
+  volume = {16},
+  number = {21},
+  pages = {1--21},
+  doi = {10.5334/dsj-2017-021},
+}</pre>
+    <p>Avraam D, Wilson R, Aguirre Chan N, Banerjee S, Bishop T, Butters O, Cadman T, Cederkvist L, Duijts L, Escribà Montagut X, Garner H, Gonçalves G, González J, Haakma S, Hartlev M, Hasenauer J, Huth M, Hyde E, Jaddoe V, Marcon Y, Mayrhofer M, Molnar-Gabor F, Morgan A, Murtagh M, Nestor M, Nybo Andersen A, Parker S, Pinot de Moira A, Schwarz F, Strandberg-Larsen K, Swertz M, Welten M, Wheater S, Burton P (2024).
+“DataSHIELD: mitigating disclosure risk in a multi-site federated analysis platform.”
+<em>Bioinformatics Advances</em>, <b>5</b>(1), 1–21.
+<a href="https://doi.org/10.1093/bioadv/vbaf046" class="external-link">doi:10.1093/bioadv/vbaf046</a>.
+</p>
+    <pre>@Article{,
+  title = {{DataSHIELD: mitigating disclosure risk in a multi-site federated analysis platform}},
+  author = {Demetris Avraam and Rebecca C Wilson and Noemi {{Aguirre Chan}} and Soumya Banerjee and Tom R P Bishop and Olly Butters and Tim Cadman and Luise Cederkvist and Liesbeth Duijts and Xavier {{Escrib{\a`a} Montagut}} and Hugh Garner and Gon{\c c}alo {Gon{\c c}alves} and Juan R Gonz{\a'a}lez and Sido Haakma and Mette Hartlev and Jan Hasenauer and Manuel Huth and Eleanor Hyde and Vincent W V Jaddoe and Yannick Marcon and Michaela Th Mayrhofer and Fruzsina Molnar-Gabor and Andrei Scott Morgan and Madeleine Murtagh and Marc Nestor and Anne-Marie {{Nybo Andersen}} and Simon Parker and Angela {{Pinot de Moira}} and Florian Schwarz and Katrine Strandberg-Larsen and Morris A Swertz and Marieke Welten and Stuart Wheater and Paul R Burton},
+  journal = {Bioinformatics Advances},
+  year = {2024},
+  volume = {5},
+  number = {1},
+  pages = {1--21},
+  doi = {10.1093/bioadv/vbaf046},
+  editor = {Thomas Lengauer},
+  publisher = {Oxford University Press (OUP)},
+}</pre>
 
   </div>
 
@@ -106,11 +164,11 @@ <h1 id="citation">Citation</h1>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/index.html b/docs/index.html
index 83ad68969..42c7f7f3c 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -1,18 +1,18 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB">
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-<title>DataSHIELD Client Functions • dsBaseClient</title>
+<title>DataSHIELD Client Side Base Functions • dsBaseClient</title>
 <!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous">
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 <!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet">
-<script src="pkgdown.js"></script><meta property="og:title" content="DataSHIELD Client Functions">
-<meta property="og:description" content="Base DataSHIELD functions for the client side. DataSHIELD is a software package which allows you to do non-disclosive federated analysis on sensitive data. DataSHIELD analytic functions have been designed to only share non disclosive summary statistics, with built in automated output checking based on statistical disclosure control. With data sites setting the threshold values for the automated output checks.">
+<script src="pkgdown.js"></script><meta property="og:title" content="DataSHIELD Client Side Base Functions">
+<meta property="og:description" content='Base DataSHIELD functions for the client side. DataSHIELD is a software package which allows you to do non-disclosive federated analysis on sensitive data. DataSHIELD analytic functions have been designed to only share non disclosive summary statistics, with built in automated output checking based on statistical disclosure control. With data sites setting the threshold values for the automated output checks. For more details, see citation("dsBaseClient").'>
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -56,16 +56,30 @@
       </header><div class="row">
   <div class="contents col-md-9">
 
-<div class="section level1">
-<div class="page-header"><h1 id="dsbaseclient">dsBaseClient<a class="anchor" aria-label="anchor" href="#dsbaseclient"></a>
-</h1></div>
-<p>DataSHIELD client side base R library.</p>
-<p><a href="https://www.gnu.org/licenses/gpl-3.0.html" class="external-link"><img src="https://img.shields.io/badge/license-GPLv3-blue.svg" alt="License"></a></p>
+<div class="section level2">
+<h2 id="dsbaseclient-datashield-client-side-base-functions">dsBaseClient: ‘DataSHIELD’ Client Side Base Functions<a class="anchor" aria-label="anchor" href="#dsbaseclient-datashield-client-side-base-functions"></a>
+</h2>
+<p><a href="https://www.gnu.org/licenses/gpl-3.0.html" class="external-link"><img src="https://img.shields.io/badge/License-GPLv3-blue.svg" alt="License"></a> <a href="https://cran.r-project.org/package=dsBaseClient" class="external-link"><img src="https://www.r-pkg.org/badges/version/dsBaseClient?color=black"></a> <a href="https://github.com/datashield/dsBaseClient/actions" class="external-link"><img src="https://github.com/datashield/dsBaseClient/workflows/R-CMD-check/badge.svg" alt="R build status"></a> <a href="https://app.codecov.io/gh/datashield/dsBaseClient" class="external-link"><img src="https://codecov.io/gh/datashield/dsBaseClient/graph/badge.svg" alt="Codecov test coverage"></a></p>
 </div>
-<div class="section level1">
-<h1 id="about">About<a class="anchor" aria-label="anchor" href="#about"></a>
-</h1>
-<p>DataSHIELD is a software package which allows you to do non-disclosive federated analysis on sensitive data. Our website (<a href="https://www.datashield.org" class="external-link uri">https://www.datashield.org</a>) has in depth descriptions of what it is, how it works and how to install it. A key point to highlight is that DataSHIELD has a client-server infrastructure, so the dsBase package (<a href="https://github.com/datashield/dsBase" class="external-link uri">https://github.com/datashield/dsBase</a>) needs to be used in conjuction with the dsBaseClient package (<a href="https://github.com/datashield/dsBaseClient" class="external-link uri">https://github.com/datashield/dsBaseClient</a>) - trying to use one without the other makes no sense.</p>
+<div class="section level2">
+<h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a>
+</h2>
+<p>You can install the released version of dsBaseClient from <a href="https://cran.r-project.org/package=dsBaseClient" class="external-link">CRAN</a> with:</p>
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"dsBaseClient"</span><span class="op">)</span></span></code></pre></div>
+<p>And the development version from <a href="https://github.com/datashield/dsBaseClient/" class="external-link">GitHub</a> with: <!-- You can install the development version from [GitHub](https://github.com/) with: --></p>
+<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"remotes"</span><span class="op">)</span></span>
+<span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"datashield/dsBaseClient"</span>, <span class="st">"&lt;BRANCH&gt;"</span><span class="op">)</span></span>
+<span></span>
+<span><span class="co"># Install v6.3.5 with the following</span></span>
+<span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"datashield/dsBaseClient"</span>, <span class="st">"6.3.5"</span><span class="op">)</span></span></code></pre></div>
+<p>For a full list of development branches, checkout <a href="https://github.com/datashield/dsBaseClient/branches" class="external-link uri">https://github.com/datashield/dsBaseClient/branches</a></p>
+</div>
+<div class="section level2">
+<h2 id="about">About<a class="anchor" aria-label="anchor" href="#about"></a>
+</h2>
+<p>DataSHIELD is a software package which allows you to do non-disclosive federated analysis on sensitive data. Our website (<a href="https://www.datashield.org" class="external-link uri">https://www.datashield.org</a>) has in depth descriptions of what it is, how it works and how to install it. A key point to highlight is that DataSHIELD has a client-server infrastructure, so the dsBase package (<a href="https://github.com/datashield/dsBase" class="external-link uri">https://github.com/datashield/dsBase</a>) needs to be used in conjunction with the dsBaseClient package (<a href="https://github.com/datashield/dsBaseClient" class="external-link uri">https://github.com/datashield/dsBaseClient</a>) - trying to use one without the other makes no sense.</p>
 <p>Detailed instructions on how to install DataSHIELD are at <a href="https://www.datashield.org/wiki" class="external-link uri">https://www.datashield.org/wiki</a>.</p>
 <p>Discussion and help with using DataSHIELD can be obtained from The DataSHIELD Forum <a href="https://datashield.discourse.group/" class="external-link uri">https://datashield.discourse.group/</a></p>
 <p>The code here is organised as:</p>
@@ -93,6 +107,21 @@ <h1 id="about">About<a class="anchor" aria-label="anchor" href="#about"></a>
 </tr>
 </tbody>
 </table>
+</div>
+<div class="section level2">
+<h2 id="references">References<a class="anchor" aria-label="anchor" href="#references"></a>
+</h2>
+<p>[1] Burton P, Wilson R, Butters O, Ryser-Welch P, Westerberg A, Abarrategui L, Villegas-Diaz R, Avraam D, Marcon Y, Bishop T, Gaye A, Escribà Montagut X, Wheater S (2025). <em>dsBaseClient: ‘DataSHIELD’ Client Side Base Functions</em>. R package version 6.3.5.</p>
+<p>[2] Gaye A, Marcon Y, Isaeva J, LaFlamme P, Turner A, Jones E, Minion J, Boyd A, Newby C, Nuotio M, Wilson R, Butters O, Murtagh B, Demir I, Doiron D, Giepmans L, Wallace S, Budin-Ljøsne I, Oliver Schmidt C, Boffetta P, Boniol M, Bota M, Carter K, deKlerk N, Dibben C, Francis R, Hiekkalinna T, Hveem K, Kvaløy K, Millar S, Perry I, Peters A, Phillips C, Popham F, Raab G, Reischl E, Sheehan N, Waldenberger M, Perola M, van den Heuvel E, Macleod J, Knoppers B, Stolk R, Fortier I, Harris J, Woffenbuttel B, Murtagh M, Ferretti V, Burton P (2014). “DataSHIELD: taking the analysis to the data, not the data to the analysis.” <em>International Journal of Epidemiology</em>, <em>43</em>(6), 1929-1944. <a href="https://doi.org/10.1093/ije/dyu188" class="external-link uri">https://doi.org/10.1093/ije/dyu188</a>.</p>
+<p>[3] Wilson R, W. Butters O, Avraam D, Baker J, Tedds J, Turner A, Murtagh M, R. Burton P (2017). “DataSHIELD – New Directions and Dimensions.” <em>Data Science Journal</em>, <em>16</em>(21), 1-21. <a href="https://doi.org/10.5334/dsj-2017-021" class="external-link uri">https://doi.org/10.5334/dsj-2017-021</a>.</p>
+<p>[4] Avraam D, Wilson R, Aguirre Chan N, Banerjee S, Bishop T, Butters O, Cadman T, Cederkvist L, Duijts L, Escribà Montagut X, Garner H, Gonçalves G, González J, Haakma S, Hartlev M, Hasenauer J, Huth M, Hyde E, Jaddoe V, Marcon Y, Mayrhofer M, Molnar-Gabor F, Morgan A, Murtagh M, Nestor M, Nybo Andersen A, Parker S, Pinot de Moira A, Schwarz F, Strandberg-Larsen K, Swertz M, Welten M, Wheater S, Burton P (2024). “DataSHIELD: mitigating disclosure risk in a multi-site federated analysis platform.” <em>Bioinformatics Advances</em>, <em>5</em>(1), 1-21. <a href="https://doi.org/10.1093/bioadv/vbaf046" class="external-link uri">https://doi.org/10.1093/bioadv/vbaf046</a>.</p>
+<blockquote>
+<p><strong><em>Note:</em></strong> Apple Mx architecture users, please be aware that there are some numerical limitations on this platform, which leads to unexpected results when using base R packages, like stats​.</p>
+<p>x &lt;- c(0, 3, 7)</p>
+<p>1 - cor(x, x)​</p>
+<p>The above should result in a value of zero.</p>
+<p><em>Also See:</em> For more details see <a href="https://cran.r-project.org/doc/FAQ/R-FAQ.html#Why-doesn_0027t-R-think-these-numbers-are-equal_003f" class="external-link uri">https://cran.r-project.org/doc/FAQ/R-FAQ.html#Why-doesn_0027t-R-think-these-numbers-are-equal_003f</a> and the bug report: <a href="https://bugs.r-project.org/show_bug.cgi?id=18941" class="external-link uri">https://bugs.r-project.org/show_bug.cgi?id=18941</a></p>
+</blockquote>
 </div>
 
   </div>
@@ -117,15 +146,18 @@ <h2 data-toc-skip>Citation</h2>
 <div class="developers">
 <h2 data-toc-skip>Developers</h2>
 <ul class="list-unstyled">
-<li>Paul Burton <br><small class="roles"> Author </small>   </li>
-<li>Rebecca Wilson <br><small class="roles"> Author </small>   </li>
-<li>Olly Butters <br><small class="roles"> Author </small>   </li>
-<li>Patricia Ryser-Welch <br><small class="roles"> Author </small>   </li>
+<li>Paul Burton <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0001-5799-9634" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
+<li>Rebecca Wilson <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0003-2294-593X" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
+<li>Olly Butters <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0003-0354-8461" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
+<li>Patricia Ryser-Welch <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0002-0070-0264" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
 <li>Alex Westerberg <br><small class="roles"> Author </small>   </li>
 <li>Leire Abarrategui <br><small class="roles"> Author </small>   </li>
 <li>Roberto Villegas-Diaz <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0001-5036-8661" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
 <li>Demetris Avraam <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0001-8908-2441" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
 <li>Yannick Marcon <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0003-0138-2023" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
+<li>Tom Bishop <br><small class="roles"> Author </small>   </li>
+<li>Amadou Gaye <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0002-1180-2792" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
+<li>Xavier Escribà-Montagut <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0003-2888-8948" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
 <li>Stuart Wheater <br><small class="roles"> Author, maintainer </small> <a href="https://orcid.org/0009-0003-2419-1964" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>  </li>
 </ul>
 </div>
@@ -138,12 +170,12 @@ <h2 data-toc-skip>Developers</h2>
 
       <footer><div class="copyright">
   <p></p>
-<p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+<p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
   <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer>
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index 1b35ec2bd..9cccba16b 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -1,5 +1,5 @@
 pandoc: 3.1.3
-pkgdown: 2.1.3
+pkgdown: 2.2.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2025-07-12T18:38Z
+last_built: 2025-11-28T11:37Z
diff --git a/docs/reference/checkClass.html b/docs/reference/checkClass.html
index 65b81d021..2704f5fa0 100644
--- a/docs/reference/checkClass.html
+++ b/docs/reference/checkClass.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks that an object has the same class in all studies — checkClass • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks that an object has the same class in all studies — checkClass"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks that an object has the same class in all studies — checkClass • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks that an object has the same class in all studies — checkClass"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -78,11 +78,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/colPercent.html b/docs/reference/colPercent.html
index 939c36a2e..ef63dde38 100644
--- a/docs/reference/colPercent.html
+++ b/docs/reference/colPercent.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Produces column percentages — colPercent • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Produces column percentages — colPercent"><meta property="og:description" content="this is an INTERNAL function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Produces column percentages — colPercent • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Produces column percentages — colPercent"><meta property="og:description" content="this is an INTERNAL function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -76,11 +76,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/computeWeightedMeans.html b/docs/reference/computeWeightedMeans.html
index 057300cd3..4cac093b3 100644
--- a/docs/reference/computeWeightedMeans.html
+++ b/docs/reference/computeWeightedMeans.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Compute Weighted Mean by Group — computeWeightedMeans • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Compute Weighted Mean by Group — computeWeightedMeans"><meta property="og:description" content="This function is originally from the panelaggregation package.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Compute Weighted Mean by Group — computeWeightedMeans • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Compute Weighted Mean by Group — computeWeightedMeans"><meta property="og:description" content="This function is originally from the panelaggregation package.
 It has been ported here in order to bypass the package being
 kicked off CRAN."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -71,6 +71,10 @@ <h2>Arguments</h2>
 <dd><p>character vector of the columns to group by</p></dd>
 
 </dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    <p>Returns a data table object with computed weighted means.</p>
+    </div>
     <div id="author">
     <h2>Author</h2>
     <p>Matthias Bannert, Gabriel Bucur</p>
@@ -84,11 +88,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/dot-pool_md_patterns.html b/docs/reference/dot-pool_md_patterns.html
new file mode 100644
index 000000000..0e45308cb
--- /dev/null
+++ b/docs/reference/dot-pool_md_patterns.html
@@ -0,0 +1,90 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Pool missing data patterns across studies — .pool_md_patterns • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Pool missing data patterns across studies — .pool_md_patterns"><meta property="og:description" content="Internal function to pool md.pattern results from multiple studies"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body data-spy="scroll" data-target="#toc">
+
+
+    <div class="container template-reference-topic">
+      <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
+  <div class="container">
+    <div class="navbar-header">
+      <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
+        <span class="sr-only">Toggle navigation</span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+      </button>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">dsBaseClient</a>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.4.0.9000</span>
+      </span>
+    </div>
+
+    <div id="navbar" class="navbar-collapse collapse">
+      <ul class="nav navbar-nav"><li>
+  <a href="../reference/index.html">Reference</a>
+</li>
+      </ul><ul class="nav navbar-nav navbar-right"></ul></div><!--/.nav-collapse -->
+  </div><!--/.container -->
+</div><!--/.navbar -->
+
+
+
+      </header><div class="row">
+  <div class="col-md-9 contents">
+    <div class="page-header">
+    <h1>Pool missing data patterns across studies</h1>
+
+    <div class="hidden name"><code>dot-pool_md_patterns.Rd</code></div>
+    </div>
+
+    <div class="ref-description">
+    <p>Internal function to pool md.pattern results from multiple studies</p>
+    </div>
+
+    <div id="ref-usage">
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">.pool_md_patterns</span><span class="op">(</span><span class="va">patterns_list</span>, <span class="va">study_names</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div id="arguments">
+    <h2>Arguments</h2>
+
+
+<dl><dt id="arg-patterns-list">patterns_list<a class="anchor" aria-label="anchor" href="#arg-patterns-list"></a></dt>
+<dd><p>List of pattern matrices from each study</p></dd>
+
+
+<dt id="arg-study-names">study_names<a class="anchor" aria-label="anchor" href="#arg-study-names"></a></dt>
+<dd><p>Names of the studies</p></dd>
+
+</dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    <p>Pooled pattern matrix</p>
+    </div>
+
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2>
+    </nav></div>
+</div>
+
+
+      <footer><div class="copyright">
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+</div>
+
+<div class="pkgdown">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
+</div>
+
+      </footer></div>
+
+
+
+
+
+
+  </body></html>
+
diff --git a/docs/reference/ds.Boole.html b/docs/reference/ds.Boole.html
index 651a49e0f..0b2e0aaf2 100644
--- a/docs/reference/ds.Boole.html
+++ b/docs/reference/ds.Boole.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into Boolean indicators — ds.Boole • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into Boolean indicators — ds.Boole"><meta property="og:description" content="It compares R objects using the standard set of
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into Boolean indicators — ds.Boole • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into Boolean indicators — ds.Boole"><meta property="og:description" content="It compares R objects using the standard set of
 Boolean operators (==, !=, &amp;gt;, &amp;gt;=, &amp;lt;, &amp;lt;=) to create a
 vector with Boolean indicators that can be of class logical (TRUE/FALSE)
 or numeric (1/0)."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
@@ -200,11 +200,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.abs.html b/docs/reference/ds.abs.html
index cecfb3f88..de33ee3b0 100644
--- a/docs/reference/ds.abs.html
+++ b/docs/reference/ds.abs.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the absolute values of a variable — ds.abs • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the absolute values of a variable — ds.abs"><meta property="og:description" content="Computes the absolute values for a specified numeric or integer vector.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the absolute values of a variable — ds.abs • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the absolute values of a variable — ds.abs"><meta property="og:description" content="Computes the absolute values for a specified numeric or integer vector.
 This function is similar to R function abs."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -150,11 +150,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asCharacter.html b/docs/reference/ds.asCharacter.html
index 17039ec28..3282b716b 100644
--- a/docs/reference/ds.asCharacter.html
+++ b/docs/reference/ds.asCharacter.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a character class — ds.asCharacter • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a character class — ds.asCharacter"><meta property="og:description" content="Converts the input object into a character class.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a character class — ds.asCharacter • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a character class — ds.asCharacter"><meta property="og:description" content="Converts the input object into a character class.
 This function is based on the native R function as.character."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asDataFrame.html b/docs/reference/ds.asDataFrame.html
index 888465bac..b5e972274 100644
--- a/docs/reference/ds.asDataFrame.html
+++ b/docs/reference/ds.asDataFrame.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a data frame — ds.asDataFrame • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a data frame — ds.asDataFrame"><meta property="og:description" content="Coerces an R object into a data frame maintaining original
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a data frame — ds.asDataFrame • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a data frame — ds.asDataFrame"><meta property="og:description" content="Coerces an R object into a data frame maintaining original
 class for all columns in data frames."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asDataMatrix.html b/docs/reference/ds.asDataMatrix.html
index 6f277f155..aa0b7ecc2 100644
--- a/docs/reference/ds.asDataMatrix.html
+++ b/docs/reference/ds.asDataMatrix.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a matrix — ds.asDataMatrix • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a matrix — ds.asDataMatrix"><meta property="og:description" content="Coerces an R object into a matrix maintaining original
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a matrix — ds.asDataMatrix • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a matrix — ds.asDataMatrix"><meta property="og:description" content="Coerces an R object into a matrix maintaining original
 class for all columns in data frames."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -135,11 +135,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asFactor.html b/docs/reference/ds.asFactor.html
index 27f97814e..460bb4350 100644
--- a/docs/reference/ds.asFactor.html
+++ b/docs/reference/ds.asFactor.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side numeric vector into a factor — ds.asFactor • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side numeric vector into a factor — ds.asFactor"><meta property="og:description" content="This function assigns a server-side numeric vector into a factor class."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side numeric vector into a factor — ds.asFactor • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side numeric vector into a factor — ds.asFactor"><meta property="og:description" content="This function assigns a server-side numeric vector into a factor class."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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@@ -144,7 +144,7 @@ <h2>Details</h2>
 If we set the argument <code>fixed.dummy.vars = TRUE</code>,
 <code>baseline.level = 1</code> and <code>forced.factor.levels = c(1,2,3,4,5)</code>.
 The input vector is converted to the following matrix of dummy variables:</p>
-<table class="table table"><tr><td><strong>DV2</strong></td><td><strong>DV3</strong></td><td><strong>DV4</strong></td><td><strong>DV5</strong></td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td></tr></table><p>For the same example if the <code>baseline.level = 3</code> then the matrix is:</p>
+<table class="table table"><tr><td><strong>DV2</strong></td><td><strong>DV3</strong></td><td><strong>DV4</strong></td><td><strong>DV5</strong></td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td></tr></table><p>For the same example if the <code>baseline.level = 3</code> then the matrix is:</p>
 <p></p><table class="table table"><tr><td><strong>DV1</strong></td><td><strong>DV2</strong></td><td><strong>DV4</strong></td><td><strong>DV5</strong></td></tr><tr><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>1</td><td>0</td><td>0</td></tr><tr><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>1</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>0</td></tr><tr><td>0</td><td>0</td><td>1</td><td>0</td></tr><tr><td>0</td><td>0</td><td>0</td><td>1</td></tr></table><p>In the first instance the first row of the matrix has zeros in all entries indicating
 that the first data point belongs to level 1 (as the baseline level is equal to 1).
 The second row has 1 at the first (<code>DV2</code>) column and zeros elsewhere,
@@ -229,11 +229,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asFactorSimple.html b/docs/reference/ds.asFactorSimple.html
index 9cc68a424..956774937 100644
--- a/docs/reference/ds.asFactorSimple.html
+++ b/docs/reference/ds.asFactorSimple.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a numeric vector into a factor — ds.asFactorSimple • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a numeric vector into a factor — ds.asFactorSimple"><meta property="og:description" content="ds.asFactorSimple calls the assign function asFactorSimpleDS and
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a numeric vector into a factor — ds.asFactorSimple • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a numeric vector into a factor — ds.asFactorSimple"><meta property="og:description" content="ds.asFactorSimple calls the assign function asFactorSimpleDS and
 thereby coerces a numeric or character vector into a factor"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -103,11 +103,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asInteger.html b/docs/reference/ds.asInteger.html
index ce5ae4839..b3d8585c3 100644
--- a/docs/reference/ds.asInteger.html
+++ b/docs/reference/ds.asInteger.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into an integer class — ds.asInteger • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into an integer class — ds.asInteger"><meta property="og:description" content="Coerces an R object into an integer class.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into an integer class — ds.asInteger • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into an integer class — ds.asInteger"><meta property="og:description" content="Coerces an R object into an integer class.
 This function is based on the native R function as.integer."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -148,11 +148,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asList.html b/docs/reference/ds.asList.html
index 26f238a83..7bfc0812e 100644
--- a/docs/reference/ds.asList.html
+++ b/docs/reference/ds.asList.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a list — ds.asList • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a list — ds.asList"><meta property="og:description" content="Coerces an R object into a list.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a list — ds.asList • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a list — ds.asList"><meta property="og:description" content="Coerces an R object into a list.
 This function is based on the native R function as.list."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -133,11 +133,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asLogical.html b/docs/reference/ds.asLogical.html
index fd3b28e9a..b5e20a6ee 100644
--- a/docs/reference/ds.asLogical.html
+++ b/docs/reference/ds.asLogical.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a logical class — ds.asLogical • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a logical class — ds.asLogical"><meta property="og:description" content="Coerces an R object into a logical class.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a logical class — ds.asLogical • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a logical class — ds.asLogical"><meta property="og:description" content="Coerces an R object into a logical class.
 This function is based on the native R function as.logical."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -134,11 +134,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asMatrix.html b/docs/reference/ds.asMatrix.html
index 38bc55c4f..fb1177470 100644
--- a/docs/reference/ds.asMatrix.html
+++ b/docs/reference/ds.asMatrix.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a matrix — ds.asMatrix • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a matrix — ds.asMatrix"><meta property="og:description" content="Coerces an R object into a matrix.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a matrix — ds.asMatrix • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a matrix — ds.asMatrix"><meta property="og:description" content="Coerces an R object into a matrix.
 This converts all columns into character class."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -136,11 +136,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.asNumeric.html b/docs/reference/ds.asNumeric.html
index 51e44edc7..ef8e2957f 100644
--- a/docs/reference/ds.asNumeric.html
+++ b/docs/reference/ds.asNumeric.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a numeric class — ds.asNumeric • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a numeric class — ds.asNumeric"><meta property="og:description" content="Coerces an R object into a numeric class.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts a server-side R object into a numeric class — ds.asNumeric • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts a server-side R object into a numeric class — ds.asNumeric"><meta property="og:description" content="Coerces an R object into a numeric class.
 This function is based on the native R function as.numeric."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -82,7 +82,7 @@ <h2>Details</h2>
     <p>This function is based on the native R function <code>as.numeric</code>.
 However, it behaves differently with some specific classes of variables. For example, if the input
 object is of class factor, it first converts its values into characters and then convert those to
-numerics. This behavior is important for the case where the input object is of class factor having
+numerics. This behaviour is important for the case where the input object is of class factor having
 numbers as levels. In that case, the native R
 <code>as.numeric</code> function returns the underlying level codes and not the values as numbers.
 For example <code>as.numeric</code> in R converts the factor vector: <br>
@@ -147,11 +147,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.assign.html b/docs/reference/ds.assign.html
index d9540b541..b4ae1c836 100644
--- a/docs/reference/ds.assign.html
+++ b/docs/reference/ds.assign.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Assigns an R object to a name in the server-side — ds.assign • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Assigns an R object to a name in the server-side — ds.assign"><meta property="og:description" content="This function assigns a datashield object to a name, hence creating a new object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Assigns an R object to a name in the server-side — ds.assign • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Assigns an R object to a name in the server-side — ds.assign"><meta property="og:description" content="This function assigns a datashield object to a name, hence creating a new object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.auc.html b/docs/reference/ds.auc.html
index e586983fc..7db23ae3a 100644
--- a/docs/reference/ds.auc.html
+++ b/docs/reference/ds.auc.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the Area under the curve (AUC) — ds.auc • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the Area under the curve (AUC) — ds.auc"><meta property="og:description" content="This function calculates the C-statistic or AUC
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the Area under the curve (AUC) — ds.auc • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the Area under the curve (AUC) — ds.auc"><meta property="og:description" content="This function calculates the C-statistic or AUC
 for logistic regression models."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -89,11 +89,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlot.html b/docs/reference/ds.boxPlot.html
index 0e32f92da..4ce67944a 100644
--- a/docs/reference/ds.boxPlot.html
+++ b/docs/reference/ds.boxPlot.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Draw boxplot — ds.boxPlot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Draw boxplot — ds.boxPlot"><meta property="og:description" content="Draw boxplot with data on the study servers (data frames or numeric vectors) with the option
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Draw boxplot — ds.boxPlot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Draw boxplot — ds.boxPlot"><meta property="og:description" content="Draw boxplot with data on the study servers (data frames or numeric vectors) with the option
 of grouping using categorical variables on the dataset (only for data frames)"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -113,11 +113,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlotGG.html b/docs/reference/ds.boxPlotGG.html
index f900f299d..e877e9cca 100644
--- a/docs/reference/ds.boxPlotGG.html
+++ b/docs/reference/ds.boxPlotGG.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Renders boxplot — ds.boxPlotGG • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Renders boxplot — ds.boxPlotGG"><meta property="og:description" content="Internal function. Renders a ggplot boxplot by retrieving from the server side a list with the identity stats and other
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Renders boxplot — ds.boxPlotGG • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Renders boxplot — ds.boxPlotGG"><meta property="og:description" content="Internal function. Renders a ggplot boxplot by retrieving from the server side a list with the identity stats and other
 parameters to render the plot without passing any data from the original dataset"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -108,11 +108,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.boxPlotGG_data_Treatment.html b/docs/reference/ds.boxPlotGG_data_Treatment.html
index ac3ecf160..ff091ad6a 100644
--- a/docs/reference/ds.boxPlotGG_data_Treatment.html
+++ b/docs/reference/ds.boxPlotGG_data_Treatment.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Take a data frame on the server side an arrange it to pass it to the boxplot function — ds.boxPlotGG_data_Treatment • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Take a data frame on the server side an arrange it to pass it to the boxplot function — ds.boxPlotGG_data_Treatment"><meta property="og:description" content="Internal function"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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@@ -95,11 +95,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
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diff --git a/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html b/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
index 599cdd698..b5b29c300 100644
--- a/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
+++ b/docs/reference/ds.boxPlotGG_data_Treatment_numeric.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Take a vector on the server side an arrange it to pass it to the boxplot function — ds.boxPlotGG_data_Treatment_numeric • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Take a vector on the server side an arrange it to pass it to the boxplot function — ds.boxPlotGG_data_Treatment_numeric"><meta property="og:description" content="Internal function"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Take a vector on the server side an arrange it to pass it to the boxplot function — ds.boxPlotGG_data_Treatment_numeric • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Take a vector on the server side an arrange it to pass it to the boxplot function — ds.boxPlotGG_data_Treatment_numeric"><meta property="og:description" content="Internal function"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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@@ -75,11 +75,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
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diff --git a/docs/reference/ds.boxPlotGG_numeric.html b/docs/reference/ds.boxPlotGG_numeric.html
index a7819dcfd..9a95f7c9a 100644
--- a/docs/reference/ds.boxPlotGG_numeric.html
+++ b/docs/reference/ds.boxPlotGG_numeric.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Draw boxplot with information from a numeric vector — ds.boxPlotGG_numeric • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Draw boxplot with information from a numeric vector — ds.boxPlotGG_numeric"><meta property="og:description" content="Draw boxplot with information from a numeric vector"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Draw boxplot with information from a numeric vector — ds.boxPlotGG_numeric • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Draw boxplot with information from a numeric vector — ds.boxPlotGG_numeric"><meta property="og:description" content="Draw boxplot with information from a numeric vector"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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@@ -91,11 +91,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
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diff --git a/docs/reference/ds.boxPlotGG_table.html b/docs/reference/ds.boxPlotGG_table.html
index 152826f4c..0ca305d17 100644
--- a/docs/reference/ds.boxPlotGG_table.html
+++ b/docs/reference/ds.boxPlotGG_table.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Draw boxplot with information from a data frame — ds.boxPlotGG_table • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Draw boxplot with information from a data frame — ds.boxPlotGG_table"><meta property="og:description" content="Draws a boxplot with the option of adding two grouping variables from data held on a table"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Draw boxplot with information from a data frame — ds.boxPlotGG_table • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Draw boxplot with information from a data frame — ds.boxPlotGG_table"><meta property="og:description" content="Draws a boxplot with the option of adding two grouping variables from data held on a table"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -106,11 +106,11 @@ <h2>Value</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.bp_standards.html b/docs/reference/ds.bp_standards.html
index f92795f26..b84f8d908 100644
--- a/docs/reference/ds.bp_standards.html
+++ b/docs/reference/ds.bp_standards.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates Blood pressure z-scores — ds.bp_standards • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates Blood pressure z-scores — ds.bp_standards"><meta property="og:description" content="The function calculates blood pressure z-scores in two steps:
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates Blood pressure z-scores — ds.bp_standards • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates Blood pressure z-scores — ds.bp_standards"><meta property="og:description" content="The function calculates blood pressure z-scores in two steps:
 Step 1. Calculates z-score of height according to CDC growth chart (Not the
 WHO growth chart!). Step 2. Calculates z-score of BP according to the fourth
 report on BP management, USA"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
@@ -126,11 +126,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.c.html b/docs/reference/ds.c.html
index dbdd8e3eb..0b7881571 100644
--- a/docs/reference/ds.c.html
+++ b/docs/reference/ds.c.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Combines values into a vector or list in the server-side — ds.c • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Combines values into a vector or list in the server-side — ds.c"><meta property="og:description" content="Concatenates objects into one vector."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Combines values into a vector or list in the server-side — ds.c • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Combines values into a vector or list in the server-side — ds.c"><meta property="og:description" content="Concatenates objects into one vector."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -132,11 +132,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.cbind.html b/docs/reference/ds.cbind.html
index f3fd0c87d..e29940957 100644
--- a/docs/reference/ds.cbind.html
+++ b/docs/reference/ds.cbind.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Combines R objects by columns in the server-side — ds.cbind • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Combines R objects by columns in the server-side — ds.cbind"><meta property="og:description" content="Takes a sequence of vector, matrix or data-frame arguments
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Combines R objects by columns in the server-side — ds.cbind • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Combines R objects by columns in the server-side — ds.cbind"><meta property="og:description" content="Takes a sequence of vector, matrix or data-frame arguments
 and combines them by column to produce a data-frame."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -206,11 +206,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.changeRefGroup.html b/docs/reference/ds.changeRefGroup.html
index c209b9ad2..984a64478 100644
--- a/docs/reference/ds.changeRefGroup.html
+++ b/docs/reference/ds.changeRefGroup.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Changes the reference level of a factor in the server-side — ds.changeRefGroup • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Changes the reference level of a factor in the server-side — ds.changeRefGroup"><meta property="og:description" content="Change the reference level of a factor, by putting
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Changes the reference level of a factor in the server-side — ds.changeRefGroup • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Changes the reference level of a factor in the server-side — ds.changeRefGroup"><meta property="og:description" content="Change the reference level of a factor, by putting
 the reference group first.
 This function is similar to R function relevel."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -199,11 +199,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.class.html b/docs/reference/ds.class.html
index e259ffd6f..b9998fd4d 100644
--- a/docs/reference/ds.class.html
+++ b/docs/reference/ds.class.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Class of the R object in the server-side — ds.class • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Class of the R object in the server-side — ds.class"><meta property="og:description" content="Retrieves the class of an R object.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Class of the R object in the server-side — ds.class • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Class of the R object in the server-side — ds.class"><meta property="og:description" content="Retrieves the class of an R object.
  This function is similar to the R function class."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -130,11 +130,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.colnames.html b/docs/reference/ds.colnames.html
index 81375550c..3e429ee26 100644
--- a/docs/reference/ds.colnames.html
+++ b/docs/reference/ds.colnames.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Produces column names of the R object in the server-side — ds.colnames • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Produces column names of the R object in the server-side — ds.colnames"><meta property="og:description" content="Retrieves column names of an R object on the server-side.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Produces column names of the R object in the server-side — ds.colnames • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Produces column names of the R object in the server-side — ds.colnames"><meta property="og:description" content="Retrieves column names of an R object on the server-side.
 This function is similar to R function colnames."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -94,28 +94,28 @@ <h2>Examples</h2>
 <span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
-<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>, </span></span>
-<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
-<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
 <span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
-<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>, </span></span>
-<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
-<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
 <span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
 <span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study3"</span>,</span></span>
-<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>, </span></span>
-<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>, </span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
 <span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM3"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
 <span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
-<span class="r-in"><span>  </span></span>
+<span class="r-in"><span></span></span>
 <span class="r-in"><span>  <span class="co"># Log onto the remote Opal training servers</span></span></span>
-<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span>  <span class="co"># Getting column names of the R objects stored in the server-side</span></span></span>
 <span class="r-in"><span>  <span class="fu">ds.colnames</span><span class="op">(</span>x <span class="op">=</span> <span class="st">"D"</span>,</span></span>
 <span class="r-in"><span>              datasources <span class="op">=</span> <span class="va">connections</span><span class="op">[</span><span class="fl">1</span><span class="op">]</span><span class="op">)</span> <span class="co">#only the first server ("study1") is used</span></span></span>
 <span class="r-in"><span>  <span class="co"># Clear the Datashield R sessions and logout</span></span></span>
-<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span> </span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
 </code></pre></div>
     </div>
@@ -127,11 +127,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.completeCases.html b/docs/reference/ds.completeCases.html
index 0a6074c7d..5c6bf4f46 100644
--- a/docs/reference/ds.completeCases.html
+++ b/docs/reference/ds.completeCases.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Identifies complete cases in server-side R objects — ds.completeCases • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Identifies complete cases in server-side R objects — ds.completeCases"><meta property="og:description" content="Selects complete cases of a data frame,
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Identifies complete cases in server-side R objects — ds.completeCases • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Identifies complete cases in server-side R objects — ds.completeCases"><meta property="og:description" content="Selects complete cases of a data frame,
 matrix or vector that contain missing values."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -147,11 +147,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.contourPlot.html b/docs/reference/ds.contourPlot.html
index 09e4ba0a2..dd364fbdf 100644
--- a/docs/reference/ds.contourPlot.html
+++ b/docs/reference/ds.contourPlot.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a contour plot — ds.contourPlot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a contour plot — ds.contourPlot"><meta property="og:description" content="It generates a contour plot of the pooled data
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a contour plot — ds.contourPlot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a contour plot — ds.contourPlot"><meta property="og:description" content="It generates a contour plot of the pooled data
 or one plot for each dataset on the client-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -203,11 +203,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.cor.html b/docs/reference/ds.cor.html
index 87f279a99..6cf565d5c 100644
--- a/docs/reference/ds.cor.html
+++ b/docs/reference/ds.cor.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the correlation of R objects in the server-side — ds.cor • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the correlation of R objects in the server-side — ds.cor"><meta property="og:description" content="This function calculates the correlation of two variables or the correlation
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the correlation of R objects in the server-side — ds.cor • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the correlation of R objects in the server-side — ds.cor"><meta property="og:description" content="This function calculates the correlation of two variables or the correlation
 matrix for the variables of an input data frame."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -156,11 +156,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.corTest.html b/docs/reference/ds.corTest.html
index f4e46c028..6dd0d4182 100644
--- a/docs/reference/ds.corTest.html
+++ b/docs/reference/ds.corTest.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Tests for correlation between paired samples in the server-side — ds.corTest • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Tests for correlation between paired samples in the server-side — ds.corTest"><meta property="og:description" content="This is similar to the R stats function cor.test."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Tests for correlation between paired samples in the server-side — ds.corTest • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Tests for correlation between paired samples in the server-side — ds.corTest"><meta property="og:description" content="This is similar to the R stats function cor.test."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -75,7 +75,7 @@ <h2>Arguments</h2>
 
 <dt id="arg-exact">exact<a class="anchor" aria-label="anchor" href="#arg-exact"></a></dt>
 <dd><p>a logical indicating whether an exact p-value should be computed. Used for
-Kendall's tau and Spearman's rho. See ‘Details’ of R stats function <code>cor.test</code> for
+Kendall's tau and Spearman's rho. See <em>Details</em> of R stats function <code>cor.test</code> for
 the meaning of NULL (the default).</p></dd>
 
 
@@ -162,11 +162,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.cov.html b/docs/reference/ds.cov.html
index 2dc655be9..522dcfe3d 100644
--- a/docs/reference/ds.cov.html
+++ b/docs/reference/ds.cov.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the covariance of R objects in the server-side — ds.cov • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the covariance of R objects in the server-side — ds.cov"><meta property="og:description" content="This function calculates the covariance of two variables or the variance-covariance
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the covariance of R objects in the server-side — ds.cov • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the covariance of R objects in the server-side — ds.cov"><meta property="og:description" content="This function calculates the covariance of two variables or the variance-covariance
 matrix for the variables of an input data frame."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -181,11 +181,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dataFrame.html b/docs/reference/ds.dataFrame.html
index 617e3585a..dd9e06b19 100644
--- a/docs/reference/ds.dataFrame.html
+++ b/docs/reference/ds.dataFrame.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a data frame object in the server-side — ds.dataFrame • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a data frame object in the server-side — ds.dataFrame"><meta property="og:description" content="Creates a data frame from its elemental components:
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a data frame object in the server-side — ds.dataFrame • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a data frame object in the server-side — ds.dataFrame"><meta property="og:description" content="Creates a data frame from its elemental components:
  pre-existing data frames, single variables or matrices."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -199,11 +199,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dataFrameFill.html b/docs/reference/ds.dataFrameFill.html
index 7647605fd..def84cf98 100644
--- a/docs/reference/ds.dataFrameFill.html
+++ b/docs/reference/ds.dataFrameFill.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Creates missing values columns in the server-side — ds.dataFrameFill • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Creates missing values columns in the server-side — ds.dataFrameFill"><meta property="og:description" content="Adds extra columns with missing values in a data frame on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Creates missing values columns in the server-side — ds.dataFrameFill • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Creates missing values columns in the server-side — ds.dataFrameFill"><meta property="og:description" content="Adds extra columns with missing values in a data frame on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -150,11 +150,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dataFrameSort.html b/docs/reference/ds.dataFrameSort.html
index 98cd56ffa..137398e4f 100644
--- a/docs/reference/ds.dataFrameSort.html
+++ b/docs/reference/ds.dataFrameSort.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Sorts data frames in the server-side — ds.dataFrameSort • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Sorts data frames in the server-side — ds.dataFrameSort"><meta property="og:description" content="Sorts a data frame using a specified sort key."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Sorts data frames in the server-side — ds.dataFrameSort • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Sorts data frames in the server-side — ds.dataFrameSort"><meta property="og:description" content="Sorts a data frame using a specified sort key."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -171,11 +171,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dataFrameSubset.html b/docs/reference/ds.dataFrameSubset.html
index a6d549d29..43d94a193 100644
--- a/docs/reference/ds.dataFrameSubset.html
+++ b/docs/reference/ds.dataFrameSubset.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Sub-sets data frames in the server-side — ds.dataFrameSubset • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Sub-sets data frames in the server-side — ds.dataFrameSubset"><meta property="og:description" content="Subsets a data frame by rows and/or by columns."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Sub-sets data frames in the server-side — ds.dataFrameSubset • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Sub-sets data frames in the server-side — ds.dataFrameSubset"><meta property="og:description" content="Subsets a data frame by rows and/or by columns."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -63,7 +63,7 @@ <h2>Arguments</h2>
 
 
 <dl><dt id="arg-df-name">df.name<a class="anchor" aria-label="anchor" href="#arg-df-name"></a></dt>
-<dd><p>a character string providing the name of the data frame to be subseted.</p></dd>
+<dd><p>a character string providing the name of the data frame to be subset.</p></dd>
 
 
 <dt id="arg-v-name">V1.name<a class="anchor" aria-label="anchor" href="#arg-v-name"></a></dt>
@@ -216,11 +216,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.densityGrid.html b/docs/reference/ds.densityGrid.html
index b8931c146..8bea3f31a 100644
--- a/docs/reference/ds.densityGrid.html
+++ b/docs/reference/ds.densityGrid.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a density grid in the client-side — ds.densityGrid • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a density grid in the client-side — ds.densityGrid"><meta property="og:description" content="This function generates a grid density object which can then be used to produced
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a density grid in the client-side — ds.densityGrid • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a density grid in the client-side — ds.densityGrid"><meta property="og:description" content="This function generates a grid density object which can then be used to produced
 heatmap or contour plots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -120,11 +120,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dim.html b/docs/reference/ds.dim.html
index 1621801f0..48de4e2d9 100644
--- a/docs/reference/ds.dim.html
+++ b/docs/reference/ds.dim.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Retrieves the dimension of a server-side R object — ds.dim • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Retrieves the dimension of a server-side R object — ds.dim"><meta property="og:description" content="Gives the dimensions of an R object on the server-side.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Retrieves the dimension of a server-side R object — ds.dim • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Retrieves the dimension of a server-side R object — ds.dim"><meta property="og:description" content="Gives the dimensions of an R object on the server-side.
 This function is similar to R function dim."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -167,11 +167,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.dmtC2S.html b/docs/reference/ds.dmtC2S.html
index 5bb296ccc..87330e185 100644
--- a/docs/reference/ds.dmtC2S.html
+++ b/docs/reference/ds.dmtC2S.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Copy a clientside data.frame, matrix or tibble to the serverside — ds.dmtC2S • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Copy a clientside data.frame, matrix or tibble to the serverside — ds.dmtC2S"><meta property="og:description" content="Creates a data.frame, matrix or tibble on the serverside
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Copy a clientside data.frame, matrix or tibble to the serverside — ds.dmtC2S • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Copy a clientside data.frame, matrix or tibble to the serverside — ds.dmtC2S"><meta property="og:description" content="Creates a data.frame, matrix or tibble on the serverside
 that is equivalent to that same data.frame, matrix or tibble (DMT) on the clientside."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -74,7 +74,7 @@ <h2>Arguments</h2>
 wish to change the connections you wish to use by default the call
 datashield.connections_default('opals.a') will set 'default.connections'
 to be 'opals.a' and so in the absence of specific instructions to the contrary
-(e.g. by specifiying a particular dataset to be used via the &lt;datasources&gt;
+(e.g. by specifying a particular dataset to be used via the &lt;datasources&gt;
 argument) all subsequent function calls will be to the datasets held in opals.a.
 If the &lt;datasources&gt; argument is specified, it should be set without
 inverted commas: e.g. datasources=opals.a or datasources=default.connections.
@@ -120,11 +120,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.elspline.html b/docs/reference/ds.elspline.html
index 659c159a0..44a464d29 100644
--- a/docs/reference/ds.elspline.html
+++ b/docs/reference/ds.elspline.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Basis for a piecewise linear spline with meaningful coefficients — ds.elspline • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Basis for a piecewise linear spline with meaningful coefficients — ds.elspline"><meta property="og:description" content="This function is based on the native R function elspline from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Basis for a piecewise linear spline with meaningful coefficients — ds.elspline • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Basis for a piecewise linear spline with meaningful coefficients — ds.elspline"><meta property="og:description" content="This function is based on the native R function elspline from the
 lspline package. This function computes the basis of piecewise-linear spline
 such that, depending on the argument marginal, the coefficients can be interpreted as
 (1) slopes of consecutive spline segments, or (2) slope change at consecutive knots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
@@ -74,7 +74,7 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-marginal">marginal<a class="anchor" aria-label="anchor" href="#arg-marginal"></a></dt>
-<dd><p>logical, how to parametrize the spline, see Details</p></dd>
+<dd><p>logical, how to parametrise the spline, see Details</p></dd>
 
 
 <dt id="arg-names">names<a class="anchor" aria-label="anchor" href="#arg-names"></a></dt>
@@ -119,11 +119,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.exists.html b/docs/reference/ds.exists.html
index 97da322c6..c99c11d68 100644
--- a/docs/reference/ds.exists.html
+++ b/docs/reference/ds.exists.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if an object is defined on the server-side — ds.exists • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if an object is defined on the server-side — ds.exists"><meta property="og:description" content="Looks if an R object of the given name is defined on the server-side.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if an object is defined on the server-side — ds.exists • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if an object is defined on the server-side — ds.exists"><meta property="og:description" content="Looks if an R object of the given name is defined on the server-side.
 This function is similar to the R function exists."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -138,11 +138,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.exp.html b/docs/reference/ds.exp.html
index ab674c8bf..900ea4090 100644
--- a/docs/reference/ds.exp.html
+++ b/docs/reference/ds.exp.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the exponentials in the server-side — ds.exp • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the exponentials in the server-side — ds.exp"><meta property="og:description" content="Computes the exponential values for a specified numeric vector.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the exponentials in the server-side — ds.exp • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the exponentials in the server-side — ds.exp"><meta property="og:description" content="Computes the exponential values for a specified numeric vector.
 This function is similar to R function exp."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -132,11 +132,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.extractQuantiles.html b/docs/reference/ds.extractQuantiles.html
index 2eb0e481b..da3ee1f2a 100644
--- a/docs/reference/ds.extractQuantiles.html
+++ b/docs/reference/ds.extractQuantiles.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Secure ranking of a vector across all sources and use of these ranks to estimate global quantiles across all studies — ds.extractQuantiles • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Secure ranking of a vector across all sources and use of these ranks to estimate global quantiles across all studies — ds.extractQuantiles"><meta property="og:description" content="Takes the global ranks and quantiles held in the serverside data
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Secure ranking of a vector across all sources and use of these ranks to estimate global quantiles across all studies — ds.extractQuantiles • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Secure ranking of a vector across all sources and use of these ranks to estimate global quantiles across all studies — ds.extractQuantiles"><meta property="og:description" content="Takes the global ranks and quantiles held in the serverside data
 data frame that is written by ranksSecureDS4 and named as specified by the
 argument (&amp;lt;output.ranks.df&amp;gt;) and converts these values into a series of
 quantile values that identify, for example, which value of V2BR across all of
@@ -176,11 +176,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.forestplot.html b/docs/reference/ds.forestplot.html
index 68c8d1dd3..81fa806d7 100644
--- a/docs/reference/ds.forestplot.html
+++ b/docs/reference/ds.forestplot.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Forestplot for SLMA models — ds.forestplot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Forestplot for SLMA models — ds.forestplot"><meta property="og:description" content="Draws a foresplot of the coefficients for Study-Level Meta-Analysis performed with
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Forestplot for SLMA models — ds.forestplot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Forestplot for SLMA models — ds.forestplot"><meta property="og:description" content="Draws a forestplot of the coefficients for Study-Level Meta-Analysis performed with
 DataSHIELD"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -41,7 +41,7 @@ <h1>Forestplot for SLMA models</h1>
     </div>
 
     <div class="ref-description">
-    <p>Draws a foresplot of the coefficients for Study-Level Meta-Analysis performed with
+    <p>Draws a forestplot of the coefficients for Study-Level Meta-Analysis performed with
 DataSHIELD</p>
     </div>
 
@@ -54,12 +54,12 @@ <h2>Arguments</h2>
 
 
 <dl><dt id="arg-mod">mod<a class="anchor" aria-label="anchor" href="#arg-mod"></a></dt>
-<dd><p><code>list</code> List outputed by any of the SLMA models of DataSHIELD (<code>ds.glmerSLMA</code>,
+<dd><p><code>list</code> List outputted by any of the SLMA models of DataSHIELD (<code>ds.glmerSLMA</code>,
 <code>ds.glmSLMA</code>, <code>ds.lmerSLMA</code>)</p></dd>
 
 
 <dt id="arg-variable">variable<a class="anchor" aria-label="anchor" href="#arg-variable"></a></dt>
-<dd><p><code>character</code> (default <code>NULL</code>) Variable to meta-analyze and visualize, by setting this
+<dd><p><code>character</code> (default <code>NULL</code>) Variable to meta-analyse and visualise, by setting this
 argument to <code>NULL</code> (default) the first independent variable will be used.</p></dd>
 
 
@@ -73,6 +73,10 @@ <h2>Arguments</h2>
 See details from <code><a href="https://rdrr.io/pkg/meta/man/metagen.html" class="external-link">?meta::metagen</a></code> for the different options.</p></dd>
 
 </dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    <p>Results a foresplot object created with `meta::forest`.</p>
+    </div>
 
     <div id="ref-examples">
     <h2>Examples</h2>
@@ -118,11 +122,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.gamlss.html b/docs/reference/ds.gamlss.html
index 8c18a4092..633a702ac 100644
--- a/docs/reference/ds.gamlss.html
+++ b/docs/reference/ds.gamlss.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generalized Additive Models for Location Scale and Shape — ds.gamlss • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generalized Additive Models for Location Scale and Shape — ds.gamlss"><meta property="og:description" content='This function calls the gamlssDS that is a wrapper function from
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generalized Additive Models for Location Scale and Shape — ds.gamlss • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generalized Additive Models for Location Scale and Shape — ds.gamlss"><meta property="og:description" content='This function calls the gamlssDS that is a wrapper function from
 the gamlss R package. The function returns an object of class "gamlss", which
 is a generalized additive model for location, scale and shape (GAMLSS). The
 function also saves the residuals as an object on the server-side with a name
@@ -215,11 +215,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.getWGSR.html b/docs/reference/ds.getWGSR.html
index 502848fb8..0cdb583b4 100644
--- a/docs/reference/ds.getWGSR.html
+++ b/docs/reference/ds.getWGSR.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the WHO Growth Reference z-scores of anthropometric data — ds.getWGSR • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the WHO Growth Reference z-scores of anthropometric data — ds.getWGSR"><meta property="og:description" content="Calculate WHO Growth Reference z-score for a given anthropometric measurement
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the WHO Growth Reference z-scores of anthropometric data — ds.getWGSR • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the WHO Growth Reference z-scores of anthropometric data — ds.getWGSR"><meta property="og:description" content="Calculate WHO Growth Reference z-score for a given anthropometric measurement
 This function is similar to R function getWGSR from the zscorer package."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -204,11 +204,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glm.html b/docs/reference/ds.glm.html
index 11c9bcc34..966895502 100644
--- a/docs/reference/ds.glm.html
+++ b/docs/reference/ds.glm.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fits Generalized Linear Model — ds.glm • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fits Generalized Linear Model — ds.glm"><meta property="og:description" content="Fits a Generalized Linear Model (GLM) on data from single or multiple sources
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fits Generalized Linear Model — ds.glm • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fits Generalized Linear Model — ds.glm"><meta property="og:description" content="Fits a Generalized Linear Model (GLM) on data from single or multiple sources
 on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -427,11 +427,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glmPredict.html b/docs/reference/ds.glmPredict.html
index c64852a86..50b9c03f4 100644
--- a/docs/reference/ds.glmPredict.html
+++ b/docs/reference/ds.glmPredict.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Applies predict.glm() to a serverside glm object — ds.glmPredict • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Applies predict.glm() to a serverside glm object — ds.glmPredict"><meta property="og:description" content="Applies native R's predict.glm() function to a serverside
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Applies predict.glm() to a serverside glm object — ds.glmPredict • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Applies predict.glm() to a serverside glm object — ds.glmPredict"><meta property="og:description" content="Applies native R's predict.glm() function to a serverside
 glm object previously created using ds.glmSLMA."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -150,7 +150,7 @@ <h2>Arguments</h2>
 wish to change the connections you wish to use by default the call
 datashield.connections_default('opals.a') will set 'default.connections'
 to be 'opals.a' and so in the absence of specific instructions to the contrary
-(e.g. by specifiying a particular dataset to be used via the &lt;datasources&gt;
+(e.g. by specifying a particular dataset to be used via the &lt;datasources&gt;
 argument) all subsequent function calls will be to the datasets held in opals.a.
 If the &lt;datasources&gt; argument is specified, it should be set without
 inverted commas: e.g. datasources=opals.a or datasources=default.connections.
@@ -179,7 +179,7 @@ <h2>Value</h2>
 the name - if one was specified - of the dataframe being used as the basis for predictions,
 the output.type specified ('link', 'response' or 'terms'), the value of the
 dispersion parameter if one had been specified and the residual scale parameter (which is
-multipled by sqrt(dispersion parameter) if one has been set). If output.type = 'terms',
+multiplied by sqrt(dispersion parameter) if one has been set). If output.type = 'terms',
 the summary statistics for the fit and se.fit vectors are replaced by equivalent
 summary statistics for each column in fit and se.fit matrices which each have k columns
 if k terms are being summarised.</p>
@@ -227,11 +227,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glmSLMA.html b/docs/reference/ds.glmSLMA.html
index 0d622d488..1567b2b9d 100644
--- a/docs/reference/ds.glmSLMA.html
+++ b/docs/reference/ds.glmSLMA.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fit a Generalized Linear Model (GLM) with pooling via Study Level Meta-Analysis (SLMA) — ds.glmSLMA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fit a Generalized Linear Model (GLM) with pooling via Study Level Meta-Analysis (SLMA) — ds.glmSLMA"><meta property="og:description" content="Fits a generalized linear model (GLM) on data from single or multiple sources
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fit a Generalized Linear Model (GLM) with pooling via Study Level Meta-Analysis (SLMA) — ds.glmSLMA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fit a Generalized Linear Model (GLM) with pooling via Study Level Meta-Analysis (SLMA) — ds.glmSLMA"><meta property="og:description" content="Fits a generalized linear model (GLM) on data from single or multiple sources
 with pooled co-analysis across studies being based on SLMA (Study Level Meta Analysis)."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -219,7 +219,7 @@ <h2>Value</h2>
 them into their meta-analysis package of choice.</p>
 <p><code>is.object.created</code> and <code>validity.check</code> are standard
 items returned by an assign function when the designated newobj appears to have
-been successfuly created on the serverside at each study. This output is
+been successfully created on the serverside at each study. This output is
 produced specifically by the assign function <code>glmSLMADS.assign</code> that writes
 out the glm object on the serverside</p>
     </div>
@@ -493,11 +493,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glmSummary.html b/docs/reference/ds.glmSummary.html
index db0f069c4..ae42e3322 100644
--- a/docs/reference/ds.glmSummary.html
+++ b/docs/reference/ds.glmSummary.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Summarize a glm object on the serverside — ds.glmSummary • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Summarize a glm object on the serverside — ds.glmSummary"><meta property="og:description" content="Summarize a glm object on the serverside to create a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Summarize a glm object on the serverside — ds.glmSummary • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Summarize a glm object on the serverside — ds.glmSummary"><meta property="og:description" content="Summarize a glm object on the serverside to create a
 summary_glm object. Also identify and return components of
 both the glm object and the summary_glm object
 that can safely be sent to the clientside without a risk of disclosure"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
@@ -79,7 +79,7 @@ <h2>Arguments</h2>
 wish to change the connections you wish to use by default the call
 datashield.connections_default('opals.a') will set 'default.connections'
 to be 'opals.a' and so in the absence of specific instructions to the contrary
-(e.g. by specifiying a particular dataset to be used via the &lt;datasources&gt;
+(e.g. by specifying a particular dataset to be used via the &lt;datasources&gt;
 argument) all subsequent function calls will be to the datasets held in opals.a.
 If the &lt;datasources&gt; argument is specified, it should be set without
 inverted commas: e.g. datasources=opals.a or datasources=default.connections.
@@ -154,11 +154,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.glmerSLMA.html b/docs/reference/ds.glmerSLMA.html
index 589508ab9..3dad3ebd6 100644
--- a/docs/reference/ds.glmerSLMA.html
+++ b/docs/reference/ds.glmerSLMA.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fits Generalized Linear Mixed-Effect Models via Study-Level Meta-Analysis — ds.glmerSLMA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fits Generalized Linear Mixed-Effect Models via Study-Level Meta-Analysis — ds.glmerSLMA"><meta property="og:description" content="ds.glmerSLMA fits a Generalized Linear Mixed-Effects Model
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fits Generalized Linear Mixed-Effect Models via Study-Level Meta-Analysis — ds.glmerSLMA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fits Generalized Linear Mixed-Effect Models via Study-Level Meta-Analysis — ds.glmerSLMA"><meta property="og:description" content="ds.glmerSLMA fits a Generalized Linear Mixed-Effects Model
 (GLME) on data from one or multiple sources with pooling via SLMA (study-level meta-analysis)."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -379,11 +379,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.heatmapPlot.html b/docs/reference/ds.heatmapPlot.html
index 0fcfde998..7b66cf48e 100644
--- a/docs/reference/ds.heatmapPlot.html
+++ b/docs/reference/ds.heatmapPlot.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a Heat Map plot — ds.heatmapPlot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a Heat Map plot — ds.heatmapPlot"><meta property="og:description" content="Generates a heat map plot of the pooled data or one plot for each dataset."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a Heat Map plot — ds.heatmapPlot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a Heat Map plot — ds.heatmapPlot"><meta property="og:description" content="Generates a heat map plot of the pooled data or one plot for each dataset."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -199,11 +199,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.hetcor.html b/docs/reference/ds.hetcor.html
index d3765f393..1ac186669 100644
--- a/docs/reference/ds.hetcor.html
+++ b/docs/reference/ds.hetcor.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Heterogeneous Correlation Matrix — ds.hetcor • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Heterogeneous Correlation Matrix — ds.hetcor"><meta property="og:description" content="This function is based on the hetcor function from the R package polycor."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Heterogeneous Correlation Matrix — ds.hetcor • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Heterogeneous Correlation Matrix — ds.hetcor"><meta property="og:description" content="This function is based on the hetcor function from the R package polycor."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -124,11 +124,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.histogram.html b/docs/reference/ds.histogram.html
index 842cac433..940021a56 100644
--- a/docs/reference/ds.histogram.html
+++ b/docs/reference/ds.histogram.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a histogram plot — ds.histogram • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a histogram plot — ds.histogram"><meta property="og:description" content="ds.histogram function plots a non-disclosive histogram in the client-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a histogram plot — ds.histogram • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a histogram plot — ds.histogram"><meta property="og:description" content="ds.histogram function plots a non-disclosive histogram in the client-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -190,11 +190,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.igb_standards.html b/docs/reference/ds.igb_standards.html
index 99fadec3a..6a57aeb0a 100644
--- a/docs/reference/ds.igb_standards.html
+++ b/docs/reference/ds.igb_standards.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts birth measurements to intergrowth z-scores/centiles — ds.igb_standards • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts birth measurements to intergrowth z-scores/centiles — ds.igb_standards"><meta property="og:description" content="Converts birth measurements to INTERGROWTH z-scores/centiles (generic)"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Converts birth measurements to intergrowth z-scores/centiles — ds.igb_standards • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Converts birth measurements to intergrowth z-scores/centiles — ds.igb_standards"><meta property="og:description" content="Converts birth measurements to INTERGROWTH z-scores/centiles (generic)"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -116,12 +116,18 @@ <h2>Note</h2>
     </div>
     <div id="references">
     <h2>References</h2>
-    <p>International standards for newborn weight, length, and head circumference by
-gestational age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st Project
-Villar, José et al. The Lancet, Volume 384, Issue 9946, 857-868
-INTERGROWTH-21st very preterm size at birth reference charts. Lancet 2016
-doi.org/10.1016/S0140-6736(16) 00384-6. Villar, José et al.</p>
-    </div>
+
+<ul><li><p>Villar, J., Ismail, L.C., Victora, C.G., Ohuma, E.O., Bertino, E.,
+ Altman, D.G., Lambert, A., Papageorghiou, A.T., Carvalho, M., Jaffer, Y.A.,
+ Gravett, M.G., Purwar, M., Frederick, I.O., Noble, A.J., Pang, R., Barros,
+ F.C., Chumlea, C., Bhutta, Z.A., Kennedy, S.H., 2014. International
+ standards for newborn weight, length, and head circumference by gestational
+ age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st
+ Project. The Lancet 384, 857–868. https://doi.org/10.1016/S0140-6736(14)60932-6</p></li>
+<li><p>Villar, J., Giuliani, F., Fenton, T.R., Ohuma, E.O., Ismail, L.C.,
+ Kennedy, S.H., 2016. INTERGROWTH-21st very preterm size at birth reference
+ charts. The Lancet 387, 844–845. https://doi.org/10.1016/S0140-6736(16)00384-6</p></li>
+</ul></div>
     <div id="author">
     <h2>Author</h2>
     <p>Demetris Avraam for DataSHIELD Development Team</p>
@@ -135,11 +141,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.isNA.html b/docs/reference/ds.isNA.html
index d4e1a7103..1f735c97b 100644
--- a/docs/reference/ds.isNA.html
+++ b/docs/reference/ds.isNA.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if a server-side vector is empty — ds.isNA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if a server-side vector is empty — ds.isNA"><meta property="og:description" content="this function is similar to R function is.na but instead of a vector
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if a server-side vector is empty — ds.isNA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if a server-side vector is empty — ds.isNA"><meta property="og:description" content="this function is similar to R function is.na but instead of a vector
 of booleans it returns just one boolean to tell if all the elements are missing values."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.isValid.html b/docs/reference/ds.isValid.html
index 1aa3f7951..a0bb70f6f 100644
--- a/docs/reference/ds.isValid.html
+++ b/docs/reference/ds.isValid.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if a server-side object is valid — ds.isValid • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if a server-side object is valid — ds.isValid"><meta property="og:description" content="Checks if a vector or table structure has a number of observations equal to or greater
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if a server-side object is valid — ds.isValid • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if a server-side object is valid — ds.isValid"><meta property="og:description" content="Checks if a vector or table structure has a number of observations equal to or greater
 than the threshold set by DataSHIELD."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.kurtosis.html b/docs/reference/ds.kurtosis.html
index 4b3955e56..5baa0cbad 100644
--- a/docs/reference/ds.kurtosis.html
+++ b/docs/reference/ds.kurtosis.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the kurtosis of a numeric variable — ds.kurtosis • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the kurtosis of a numeric variable — ds.kurtosis"><meta property="og:description" content="This function calculates the kurtosis of a numeric variable."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the kurtosis of a numeric variable — ds.kurtosis • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the kurtosis of a numeric variable — ds.kurtosis"><meta property="og:description" content="This function calculates the kurtosis of a numeric variable."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -105,11 +105,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.length.html b/docs/reference/ds.length.html
index d4c7c3986..a7a4cb095 100644
--- a/docs/reference/ds.length.html
+++ b/docs/reference/ds.length.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets the length of an object in the server-side — ds.length • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets the length of an object in the server-side — ds.length"><meta property="og:description" content="This function gets the length of a vector
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets the length of an object in the server-side — ds.length • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets the length of an object in the server-side — ds.length"><meta property="og:description" content="This function gets the length of a vector
 or list that is stored on the server-side.
 This function is similar to the R function length."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -157,11 +157,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.levels.html b/docs/reference/ds.levels.html
index 68b405033..cca922cb6 100644
--- a/docs/reference/ds.levels.html
+++ b/docs/reference/ds.levels.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Produces levels attributes of a server-side factor — ds.levels • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Produces levels attributes of a server-side factor — ds.levels"><meta property="og:description" content="This function provides access to the level attribute of
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Produces levels attributes of a server-side factor — ds.levels • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Produces levels attributes of a server-side factor — ds.levels"><meta property="og:description" content="This function provides access to the level attribute of
 a factor variable stored on the server-side.
 This function is similar to R function levels."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -133,11 +133,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.lexis.html b/docs/reference/ds.lexis.html
index 818e88839..2b63255db 100644
--- a/docs/reference/ds.lexis.html
+++ b/docs/reference/ds.lexis.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Represents follow-up in multiple states on multiple time scales — ds.lexis • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Represents follow-up in multiple states on multiple time scales — ds.lexis"><meta property="og:description" content="This function takes a data frame containing survival data and expands it by converting records at
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Represents follow-up in multiple states on multiple time scales — ds.lexis • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Represents follow-up in multiple states on multiple time scales — ds.lexis"><meta property="og:description" content="This function takes a data frame containing survival data and expands it by converting records at
 the level of individual subjects (survival time, censoring status, IDs and other variables) into
 multiple records over a series of pre-defined time intervals."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -298,11 +298,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.list.html b/docs/reference/ds.list.html
index 87b8f48a0..8baaea86e 100644
--- a/docs/reference/ds.list.html
+++ b/docs/reference/ds.list.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Constructs a list of objects in the server-side — ds.list • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Constructs a list of objects in the server-side — ds.list"><meta property="og:description" content="This is similar to the R function list."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Constructs a list of objects in the server-side — ds.list • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Constructs a list of objects in the server-side — ds.list"><meta property="og:description" content="This is similar to the R function list."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -129,11 +129,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.listClientsideFunctions.html b/docs/reference/ds.listClientsideFunctions.html
index 1ae293cf8..ccbeab882 100644
--- a/docs/reference/ds.listClientsideFunctions.html
+++ b/docs/reference/ds.listClientsideFunctions.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists client-side functions — ds.listClientsideFunctions • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Lists client-side functions — ds.listClientsideFunctions"><meta property="og:description" content="Lists all current client-side functions"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists client-side functions — ds.listClientsideFunctions • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Lists client-side functions — ds.listClientsideFunctions"><meta property="og:description" content="Lists all current client-side functions"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -86,11 +86,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.listDisclosureSettings.html b/docs/reference/ds.listDisclosureSettings.html
index 8c9414980..de3b32fd4 100644
--- a/docs/reference/ds.listDisclosureSettings.html
+++ b/docs/reference/ds.listDisclosureSettings.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists disclosure settings — ds.listDisclosureSettings • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Lists disclosure settings — ds.listDisclosureSettings"><meta property="og:description" content="Lists current values for disclosure control filters in all data repository servers."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists disclosure settings — ds.listDisclosureSettings • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Lists disclosure settings — ds.listDisclosureSettings"><meta property="og:description" content="Lists current values for disclosure control filters in all data repository servers."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -162,11 +162,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.listOpals.html b/docs/reference/ds.listOpals.html
index 0ad3682e1..664e3630b 100644
--- a/docs/reference/ds.listOpals.html
+++ b/docs/reference/ds.listOpals.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists all Opal objects in the analytic environment — ds.listOpals • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Lists all Opal objects in the analytic environment — ds.listOpals"><meta property="og:description" content="ds.listOpals calls the internal DataSHIELD function getOpals() which identifies
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists all Opal objects in the analytic environment — ds.listOpals • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Lists all Opal objects in the analytic environment — ds.listOpals"><meta property="og:description" content="ds.listOpals calls the internal DataSHIELD function getOpals() which identifies
 all Opal objects in the analytic environment."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -80,11 +80,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.listServersideFunctions.html b/docs/reference/ds.listServersideFunctions.html
index c3515471d..6b90e985c 100644
--- a/docs/reference/ds.listServersideFunctions.html
+++ b/docs/reference/ds.listServersideFunctions.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists server-side functions — ds.listServersideFunctions • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Lists server-side functions — ds.listServersideFunctions"><meta property="og:description" content="Lists all current server-side functions"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Lists server-side functions — ds.listServersideFunctions • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Lists server-side functions — ds.listServersideFunctions"><meta property="og:description" content="Lists all current server-side functions"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -124,11 +124,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.lmerSLMA.html b/docs/reference/ds.lmerSLMA.html
index cda8ccb34..b4e045a6a 100644
--- a/docs/reference/ds.lmerSLMA.html
+++ b/docs/reference/ds.lmerSLMA.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fits Linear Mixed-Effect model via Study-Level Meta-Analysis — ds.lmerSLMA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fits Linear Mixed-Effect model via Study-Level Meta-Analysis — ds.lmerSLMA"><meta property="og:description" content="ds.lmerSLMA fits a Linear Mixed-Effects Model (lme) - can include both
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Fits Linear Mixed-Effect model via Study-Level Meta-Analysis — ds.lmerSLMA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Fits Linear Mixed-Effect model via Study-Level Meta-Analysis — ds.lmerSLMA"><meta property="og:description" content="ds.lmerSLMA fits a Linear Mixed-Effects Model (lme) - can include both
 fixed and random-effects - on data from one or multiple sources with pooling via SLMA
 (Study-Level Meta-Analysis)"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -328,11 +328,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.log.html b/docs/reference/ds.log.html
index b6a15a5f9..4b71cf3d5 100644
--- a/docs/reference/ds.log.html
+++ b/docs/reference/ds.log.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes logarithms in the server-side — ds.log • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes logarithms in the server-side — ds.log"><meta property="og:description" content="Computes the logarithms for a specified numeric vector.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes logarithms in the server-side — ds.log • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes logarithms in the server-side — ds.log"><meta property="og:description" content="Computes the logarithms for a specified numeric vector.
 This function is similar to the R log function. by default natural logarithms."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -138,11 +138,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.look.html b/docs/reference/ds.look.html
index ba78d70ac..5f6bff8f3 100644
--- a/docs/reference/ds.look.html
+++ b/docs/reference/ds.look.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Performs direct call to a server-side aggregate function — ds.look • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Performs direct call to a server-side aggregate function — ds.look"><meta property="og:description" content="The function ds.look can be used to make a direct call to a server-side
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Performs direct call to a server-side aggregate function — ds.look • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Performs direct call to a server-side aggregate function — ds.look"><meta property="og:description" content="The function ds.look can be used to make a direct call to a server-side
 aggregate function more simply than using the datashield.aggregate function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -147,11 +147,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.ls.html b/docs/reference/ds.ls.html
index a071583e7..c9dfd2d65 100644
--- a/docs/reference/ds.ls.html
+++ b/docs/reference/ds.ls.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>lists all objects on a server-side environment — ds.ls • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="lists all objects on a server-side environment — ds.ls"><meta property="og:description" content="creates a list of the names of all of the objects in
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>lists all objects on a server-side environment — ds.ls • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="lists all objects on a server-side environment — ds.ls"><meta property="og:description" content="creates a list of the names of all of the objects in
 a specified serverside environment."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -60,7 +60,7 @@ <h2>Arguments</h2>
 
 <dl><dt id="arg-search-filter">search.filter<a class="anchor" aria-label="anchor" href="#arg-search-filter"></a></dt>
 <dd><p>character string (potentially including <code>*</code> symbol) specifying the filter
-for the object name that you want to find in the enviroment. For more information see <strong>Details</strong>.</p></dd>
+for the object name that you want to find in the environment. For more information see <strong>Details</strong>.</p></dd>
 
 
 <dt id="arg-env-to-search">env.to.search<a class="anchor" aria-label="anchor" href="#arg-env-to-search"></a></dt>
@@ -198,11 +198,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.lspline.html b/docs/reference/ds.lspline.html
index 831b83127..d84ab4acb 100644
--- a/docs/reference/ds.lspline.html
+++ b/docs/reference/ds.lspline.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Basis for a piecewise linear spline with meaningful coefficients — ds.lspline • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Basis for a piecewise linear spline with meaningful coefficients — ds.lspline"><meta property="og:description" content="This function is based on the native R function lspline from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Basis for a piecewise linear spline with meaningful coefficients — ds.lspline • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Basis for a piecewise linear spline with meaningful coefficients — ds.lspline"><meta property="og:description" content="This function is based on the native R function lspline from the
 lspline package. This function computes the basis of piecewise-linear spline
 such that, depending on the argument marginal, the coefficients can be interpreted as
 (1) slopes of consecutive spline segments, or (2) slope change at consecutive knots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
@@ -73,7 +73,7 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-marginal">marginal<a class="anchor" aria-label="anchor" href="#arg-marginal"></a></dt>
-<dd><p>logical, how to parametrize the spline, see Details</p></dd>
+<dd><p>logical, how to parametrise the spline, see Details</p></dd>
 
 
 <dt id="arg-names">names<a class="anchor" aria-label="anchor" href="#arg-names"></a></dt>
@@ -116,11 +116,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.make.html b/docs/reference/ds.make.html
index 865c7bc4e..06809e13e 100644
--- a/docs/reference/ds.make.html
+++ b/docs/reference/ds.make.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates a new object in the server-side — ds.make • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates a new object in the server-side — ds.make"><meta property="og:description" content="This function defines a new object in the server-side
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates a new object in the server-side — ds.make • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates a new object in the server-side — ds.make"><meta property="og:description" content="This function defines a new object in the server-side
  via an allowed function or an arithmetic expression.
 ds.make function is equivalent to ds.assign, but runs slightly faster."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -201,11 +201,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrix.html b/docs/reference/ds.matrix.html
index c07ba651f..484f8a06a 100644
--- a/docs/reference/ds.matrix.html
+++ b/docs/reference/ds.matrix.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Creates a matrix on the server-side — ds.matrix • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Creates a matrix on the server-side — ds.matrix"><meta property="og:description" content="Creates a matrix on the server-side
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Creates a matrix on the server-side — ds.matrix • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Creates a matrix on the server-side — ds.matrix"><meta property="og:description" content="Creates a matrix on the server-side
 with dimensions specified by nrows.scalar
 and ncols.scalar arguments and assigns the
 values of all its elements based on the mdata argument."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
@@ -69,7 +69,7 @@ <h2>Arguments</h2>
 <dl><dt id="arg-mdata">mdata<a class="anchor" aria-label="anchor" href="#arg-mdata"></a></dt>
 <dd><p>a character string specifying
 the name of a server-side scalar or vector. Also, a numeric value representing a
-scalar specified from the client-side can be speficied.
+scalar specified from the client-side can be specified
 Zeros, negative values and NAs are all allowed.
 For more information see <strong>Details</strong>.</p></dd>
 
@@ -246,11 +246,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixDet.html b/docs/reference/ds.matrixDet.html
index 9e32c37ef..202083640 100644
--- a/docs/reference/ds.matrixDet.html
+++ b/docs/reference/ds.matrixDet.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates de determinant of a matrix in the server-side — ds.matrixDet • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates de determinant of a matrix in the server-side — ds.matrixDet"><meta property="og:description" content="Calculates the determinant of a square matrix that is
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates de determinant of a matrix in the server-side — ds.matrixDet • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates de determinant of a matrix in the server-side — ds.matrixDet"><meta property="og:description" content="Calculates the determinant of a square matrix that is
 written on the server-side.
 This operation is only
 possible if the number of columns and rows of the matrix are the same."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
@@ -164,11 +164,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixDet.report.html b/docs/reference/ds.matrixDet.report.html
index 0f24b19e9..63bddc739 100644
--- a/docs/reference/ds.matrixDet.report.html
+++ b/docs/reference/ds.matrixDet.report.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Returns matrix determinant to the client-side — ds.matrixDet.report • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Returns matrix determinant to the client-side — ds.matrixDet.report"><meta property="og:description" content="Calculates the determinant of a square matrix  and returns
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Returns matrix determinant to the client-side — ds.matrixDet.report • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Returns matrix determinant to the client-side — ds.matrixDet.report"><meta property="og:description" content="Calculates the determinant of a square matrix  and returns
 the result to the client-side"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -152,11 +152,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixDiag.html b/docs/reference/ds.matrixDiag.html
index ba748813d..d2c1b248c 100644
--- a/docs/reference/ds.matrixDiag.html
+++ b/docs/reference/ds.matrixDiag.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates matrix diagonals in the server-side — ds.matrixDiag • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates matrix diagonals in the server-side — ds.matrixDiag"><meta property="og:description" content="Extracts the diagonal vector from a square matrix  or
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates matrix diagonals in the server-side — ds.matrixDiag • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates matrix diagonals in the server-side — ds.matrixDiag"><meta property="og:description" content="Extracts the diagonal vector from a square matrix  or
 creates a diagonal matrix  based on a vector or a scalar value
 on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -64,7 +64,7 @@ <h2>Arguments</h2>
 <dl><dt id="arg-x-">x1<a class="anchor" aria-label="anchor" href="#arg-x-"></a></dt>
 <dd><p>a character string specifying
 the name of a server-side scalar or vector. Also, a numeric value or vector
-specified from the client-side can be speficied. This argument depends
+specified from the client-side can be specified. This argument depends
 on the value specified in <code>aim</code>.
 For more information see <strong>Details</strong>.</p></dd>
 
@@ -155,11 +155,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixDimnames.html b/docs/reference/ds.matrixDimnames.html
index 6a4f823e0..b662ddbfa 100644
--- a/docs/reference/ds.matrixDimnames.html
+++ b/docs/reference/ds.matrixDimnames.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Specifies the dimnames of the server-side matrix — ds.matrixDimnames • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Specifies the dimnames of the server-side matrix — ds.matrixDimnames"><meta property="og:description" content="Adds the row names, the column names or both to
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Specifies the dimnames of the server-side matrix — ds.matrixDimnames • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Specifies the dimnames of the server-side matrix — ds.matrixDimnames"><meta property="og:description" content="Adds the row names, the column names or both to
 a matrix on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -170,11 +170,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixInvert.html b/docs/reference/ds.matrixInvert.html
index 4e86e45be..59fcd1070 100644
--- a/docs/reference/ds.matrixInvert.html
+++ b/docs/reference/ds.matrixInvert.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Inverts a server-side square matrix — ds.matrixInvert • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Inverts a server-side square matrix — ds.matrixInvert"><meta property="og:description" content="Inverts a square matrix and writes the output to the server-side"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Inverts a server-side square matrix — ds.matrixInvert • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Inverts a server-side square matrix — ds.matrixInvert"><meta property="og:description" content="Inverts a square matrix and writes the output to the server-side"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -157,11 +157,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixMult.html b/docs/reference/ds.matrixMult.html
index 4f63091d4..5538c7394 100644
--- a/docs/reference/ds.matrixMult.html
+++ b/docs/reference/ds.matrixMult.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates tow matrix multiplication in the server-side — ds.matrixMult • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates tow matrix multiplication in the server-side — ds.matrixMult"><meta property="og:description" content="Calculates the matrix product of two matrices and
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates tow matrix multiplication in the server-side — ds.matrixMult • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates tow matrix multiplication in the server-side — ds.matrixMult"><meta property="og:description" content="Calculates the matrix product of two matrices and
 writes output to the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -174,11 +174,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.matrixTranspose.html b/docs/reference/ds.matrixTranspose.html
index 268707aec..1198cf62c 100644
--- a/docs/reference/ds.matrixTranspose.html
+++ b/docs/reference/ds.matrixTranspose.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
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+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Transposes a server-side matrix — ds.matrixTranspose • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Transposes a server-side matrix — ds.matrixTranspose"><meta property="og:description" content="Transposes a matrix and writes the output to the server-side"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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@@ -159,11 +159,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
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diff --git a/docs/reference/ds.mdPattern.html b/docs/reference/ds.mdPattern.html
new file mode 100644
index 000000000..fc24cf0e9
--- /dev/null
+++ b/docs/reference/ds.mdPattern.html
@@ -0,0 +1,205 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Display missing data patterns with disclosure control — ds.mdPattern • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Display missing data patterns with disclosure control — ds.mdPattern"><meta property="og:description" content="This function is a client-side wrapper for the server-side mdPatternDS
+function. It generates a missing data pattern matrix similar to mice::md.pattern but
+with disclosure control applied to prevent revealing small cell counts."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body data-spy="scroll" data-target="#toc">
+
+
+    <div class="container template-reference-topic">
+      <header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
+  <div class="container">
+    <div class="navbar-header">
+      <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
+        <span class="sr-only">Toggle navigation</span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+        <span class="icon-bar"></span>
+      </button>
+      <span class="navbar-brand">
+        <a class="navbar-link" href="../index.html">dsBaseClient</a>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.4.0.9000</span>
+      </span>
+    </div>
+
+    <div id="navbar" class="navbar-collapse collapse">
+      <ul class="nav navbar-nav"><li>
+  <a href="../reference/index.html">Reference</a>
+</li>
+      </ul><ul class="nav navbar-nav navbar-right"></ul></div><!--/.nav-collapse -->
+  </div><!--/.container -->
+</div><!--/.navbar -->
+
+
+
+      </header><div class="row">
+  <div class="col-md-9 contents">
+    <div class="page-header">
+    <h1>Display missing data patterns with disclosure control</h1>
+
+    <div class="hidden name"><code>ds.mdPattern.Rd</code></div>
+    </div>
+
+    <div class="ref-description">
+    <p>This function is a client-side wrapper for the server-side mdPatternDS
+function. It generates a missing data pattern matrix similar to mice::md.pattern but
+with disclosure control applied to prevent revealing small cell counts.</p>
+    </div>
+
+    <div id="ref-usage">
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">ds.mdPattern</span><span class="op">(</span>x <span class="op">=</span> <span class="cn">NULL</span>, type <span class="op">=</span> <span class="st">"split"</span>, datasources <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div id="arguments">
+    <h2>Arguments</h2>
+
+
+<dl><dt id="arg-x">x<a class="anchor" aria-label="anchor" href="#arg-x"></a></dt>
+<dd><p>a character string specifying the name of a data frame or matrix on the
+server-side containing the data to analyze.</p></dd>
+
+
+<dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
+<dd><p>a character string specifying the output type. If 'split' (default),
+returns separate patterns for each study. If 'combine', attempts to pool patterns
+across studies.</p></dd>
+
+
+<dt id="arg-datasources">datasources<a class="anchor" aria-label="anchor" href="#arg-datasources"></a></dt>
+<dd><p>a list of <code><a href="https://datashield.github.io/DSI/reference/DSConnection-class.html" class="external-link">DSConnection-class</a></code> objects obtained
+after login. If the <code>datasources</code> argument is not specified, the default set of
+connections will be used: see <code><a href="https://datashield.github.io/DSI/reference/datashield.connections_default.html" class="external-link">datashield.connections_default</a></code>.</p></dd>
+
+</dl></div>
+    <div id="value">
+    <h2>Value</h2>
+    <p>For type='split': A list with one element per study, each containing:</p><dl><dt>pattern</dt>
+<dd><p>The missing data pattern matrix for that study</p></dd>
+
+  <dt>valid</dt>
+<dd><p>Logical indicating if all patterns meet disclosure requirements</p></dd>
+
+  <dt>message</dt>
+<dd><p>A message describing the validity status</p></dd>
+
+
+</dl><p>For type='combine': A list containing:</p><dl><dt>pattern</dt>
+<dd><p>The pooled missing data pattern matrix across all studies</p></dd>
+
+  <dt>valid</dt>
+<dd><p>Logical indicating if all pooled patterns meet disclosure requirements</p></dd>
+
+  <dt>message</dt>
+<dd><p>A message describing the validity status</p></dd>
+
+
+</dl></div>
+    <div id="details">
+    <h2>Details</h2>
+    <p>The function calls the server-side mdPatternDS function which uses
+mice::md.pattern to analyze missing data patterns. Patterns with counts below the
+disclosure threshold (default: nfilter.tab = 3) are suppressed to maintain privacy.</p>
+<p><strong>Output Format:</strong>
+- Each row represents a missing data pattern
+- Pattern counts are shown in row names (e.g., "150", "25")
+- Columns show 1 if the variable is observed, 0 if missing
+- Last column shows the total number of missing values per pattern
+- Last row shows the total number of missing values per variable</p>
+<p><strong>Disclosure Control:</strong></p>
+<p>Suppressed patterns (count below threshold) are indicated by:
+- Row name: "suppressed(&lt;N&gt;)" where N is the threshold
+- All pattern values set to NA
+- Summary row also suppressed to prevent back-calculation</p>
+<p><strong>Pooling Behavior (type='combine'):</strong></p>
+<p>When pooling across studies, the function uses a <em>conservative approach</em>
+for disclosure control:</p>
+<p>1. Identifies identical missing patterns across studies
+2. <strong>EXCLUDES suppressed patterns from pooling</strong> - patterns suppressed in
+   ANY study are not included in the pooled count
+3. Sums counts only for non-suppressed identical patterns
+4. Re-validates pooled counts against disclosure threshold</p>
+<p><strong>Important:</strong> This conservative approach means:
+- Pooled counts may be <em>underestimates</em> if some studies had suppressed patterns
+- This prevents disclosure through subtraction (e.g., if study A shows count=5
+  and pool shows count=7, one could deduce study B has count=2, violating disclosure)
+- Different patterns across studies are preserved separately in the pooled result</p>
+    </div>
+    <div id="author">
+    <h2>Author</h2>
+    <p>Xavier Escribà montagut for DataSHIELD Development Team</p>
+    </div>
+
+    <div id="ref-examples">
+    <h2>Examples</h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
+<span class="r-in"><span> <span class="co">## Version 6, for version 5 see the Wiki</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Connecting to the Opal servers</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSI/" class="external-link">'DSI'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://github.com/datashield/DSOpal/" class="external-link">'DSOpal'</a></span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st">'dsBaseClient'</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/newDSLoginBuilder.html" class="external-link">newDSLoginBuilder</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study1"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM1"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">builder</span><span class="op">$</span><span class="fu">append</span><span class="op">(</span>server <span class="op">=</span> <span class="st">"study2"</span>,</span></span>
+<span class="r-in"><span>                 url <span class="op">=</span> <span class="st">"http://192.168.56.100:8080/"</span>,</span></span>
+<span class="r-in"><span>                 user <span class="op">=</span> <span class="st">"administrator"</span>, password <span class="op">=</span> <span class="st">"datashield_test&amp;"</span>,</span></span>
+<span class="r-in"><span>                 table <span class="op">=</span> <span class="st">"CNSIM.CNSIM2"</span>, driver <span class="op">=</span> <span class="st">"OpalDriver"</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">logindata</span> <span class="op">&lt;-</span> <span class="va">builder</span><span class="op">$</span><span class="fu">build</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="va">connections</span> <span class="op">&lt;-</span> <span class="fu">DSI</span><span class="fu">::</span><span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.login.html" class="external-link">datashield.login</a></span><span class="op">(</span>logins <span class="op">=</span> <span class="va">logindata</span>, assign <span class="op">=</span> <span class="cn">TRUE</span>, symbol <span class="op">=</span> <span class="st">"D"</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Get missing data patterns for each study separately</span></span></span>
+<span class="r-in"><span>  <span class="va">patterns_split</span> <span class="op">&lt;-</span> <span class="fu">ds.mdPattern</span><span class="op">(</span>x <span class="op">=</span> <span class="st">"D"</span>, type <span class="op">=</span> <span class="st">"split"</span>, datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># View results for study1</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">patterns_split</span><span class="op">$</span><span class="va">study1</span><span class="op">$</span><span class="va">pattern</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="co">#      var1 var2 var3</span></span></span>
+<span class="r-in"><span>  <span class="co"># 150    1    1    1  0    &lt;- 150 obs complete</span></span></span>
+<span class="r-in"><span>  <span class="co">#  25    0    1    1  1    &lt;- 25 obs missing var1</span></span></span>
+<span class="r-in"><span>  <span class="co">#       25    0    0 25    &lt;- Summary: 25 missing per variable</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Get pooled missing data patterns across studies</span></span></span>
+<span class="r-in"><span>  <span class="va">patterns_pooled</span> <span class="op">&lt;-</span> <span class="fu">ds.mdPattern</span><span class="op">(</span>x <span class="op">=</span> <span class="st">"D"</span>, type <span class="op">=</span> <span class="st">"combine"</span>, datasources <span class="op">=</span> <span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">patterns_pooled</span><span class="op">$</span><span class="va">pattern</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Example with suppressed patterns:</span></span></span>
+<span class="r-in"><span>  <span class="co"># If study1 has a pattern with count=2 (suppressed) and study2 has same pattern </span></span></span>
+<span class="r-in"><span>  <span class="co"># with count=5 (valid), the pooled result will show count=5 (conservative approach)</span></span></span>
+<span class="r-in"><span>  <span class="co"># A warning will indicate: "Pooled counts may underestimate the true total"</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span>  <span class="co"># Clear the Datashield R sessions and logout</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://datashield.github.io/DSI/reference/datashield.logout.html" class="external-link">datashield.logout</a></span><span class="op">(</span><span class="va">connections</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </div>
+  <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
+    <nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2>
+    </nav></div>
+</div>
+
+
+      <footer><div class="copyright">
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
+</div>
+
+<div class="pkgdown">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
+</div>
+
+      </footer></div>
+
+
+
+
+
+
+  </body></html>
+
diff --git a/docs/reference/ds.mean.html b/docs/reference/ds.mean.html
index fa5044906..1ae3e1e52 100644
--- a/docs/reference/ds.mean.html
+++ b/docs/reference/ds.mean.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes server-side vector statistical mean — ds.mean • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes server-side vector statistical mean — ds.mean"><meta property="og:description" content="This function computes the statistical mean
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes server-side vector statistical mean — ds.mean • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes server-side vector statistical mean — ds.mean"><meta property="og:description" content="This function computes the statistical mean
  of a given server-side vector."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -185,11 +185,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.meanByClass.html b/docs/reference/ds.meanByClass.html
index e143573fc..c4e25631f 100644
--- a/docs/reference/ds.meanByClass.html
+++ b/docs/reference/ds.meanByClass.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the mean and standard deviation across categories — ds.meanByClass • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the mean and standard deviation across categories — ds.meanByClass"><meta property="og:description" content="This function calculates the mean and  the standard deviation (SD)
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the mean and standard deviation across categories — ds.meanByClass • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the mean and standard deviation across categories — ds.meanByClass"><meta property="og:description" content="This function calculates the mean and  the standard deviation (SD)
  of a continuous variable for each class of up to 3 categorical variables."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -164,11 +164,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.meanSdGp.html b/docs/reference/ds.meanSdGp.html
index 4fa974448..95022bbe3 100644
--- a/docs/reference/ds.meanSdGp.html
+++ b/docs/reference/ds.meanSdGp.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the mean and standard deviation across groups defined by one factor — ds.meanSdGp • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the mean and standard deviation across groups defined by one factor — ds.meanSdGp"><meta property="og:description" content="This function calculates the mean and SD of a continuous variable for each class of
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the mean and standard deviation across groups defined by one factor — ds.meanSdGp • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the mean and standard deviation across groups defined by one factor — ds.meanSdGp"><meta property="og:description" content="This function calculates the mean and SD of a continuous variable for each class of
 a single factor."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -208,11 +208,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.merge.html b/docs/reference/ds.merge.html
index 4cab492d5..3aefce062 100644
--- a/docs/reference/ds.merge.html
+++ b/docs/reference/ds.merge.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Merges two data frames in the server-side — ds.merge • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Merges two data frames in the server-side — ds.merge"><meta property="og:description" content="Merges (links) two data frames together based on common
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Merges two data frames in the server-side — ds.merge • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Merges two data frames in the server-side — ds.merge"><meta property="og:description" content="Merges (links) two data frames together based on common
 values in defined vectors in each data frame."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -232,11 +232,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.message.html b/docs/reference/ds.message.html
index 41e078fb5..00e38a04b 100644
--- a/docs/reference/ds.message.html
+++ b/docs/reference/ds.message.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Returns server-side messages to the client-side — ds.message • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Returns server-side messages to the client-side — ds.message"><meta property="og:description" content="This function allows for error messages arising from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Returns server-side messages to the client-side — ds.message • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Returns server-side messages to the client-side — ds.message"><meta property="og:description" content="This function allows for error messages arising from the
 running of a server-side assign function to be returned to the client-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -144,11 +144,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.metadata.html b/docs/reference/ds.metadata.html
index 8f026d1dd..48b4c07ed 100644
--- a/docs/reference/ds.metadata.html
+++ b/docs/reference/ds.metadata.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets the metadata associated with a variable held on the server — ds.metadata • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets the metadata associated with a variable held on the server — ds.metadata"><meta property="og:description" content="This function gets the metadata of a variable
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets the metadata associated with a variable held on the server — ds.metadata • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets the metadata associated with a variable held on the server — ds.metadata"><meta property="og:description" content="This function gets the metadata of a variable
 stored on the server."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -122,11 +122,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.mice.html b/docs/reference/ds.mice.html
index ad3627a4d..7c5188f08 100644
--- a/docs/reference/ds.mice.html
+++ b/docs/reference/ds.mice.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Multivariate Imputation by Chained Equations — ds.mice • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Multivariate Imputation by Chained Equations — ds.mice"><meta property="og:description" content="This function calls the miceDS that is a wrapper function of the mice
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Multivariate Imputation by Chained Equations — ds.mice • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Multivariate Imputation by Chained Equations — ds.mice"><meta property="og:description" content="This function calls the miceDS that is a wrapper function of the mice
 from the mice R package. The function creates multiple imputations (replacement values)
 for multivariate missing data. The method is based on Fully Conditional Specification,
 where each incomplete variable is imputed by a separate model. The MICE algorithm can
@@ -160,11 +160,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.names.html b/docs/reference/ds.names.html
index 312b4e817..25e3ca7f6 100644
--- a/docs/reference/ds.names.html
+++ b/docs/reference/ds.names.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Return the names of a list object — ds.names • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Return the names of a list object — ds.names"><meta property="og:description" content="Returns the names of a designated server-side list"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Return the names of a list object — ds.names • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Return the names of a list object — ds.names"><meta property="og:description" content="Returns the names of a designated server-side list"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -142,11 +142,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.ns.html b/docs/reference/ds.ns.html
index d93099820..63b15c3c5 100644
--- a/docs/reference/ds.ns.html
+++ b/docs/reference/ds.ns.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate a Basis Matrix for Natural Cubic Splines — ds.ns • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generate a Basis Matrix for Natural Cubic Splines — ds.ns"><meta property="og:description" content="This function is based on the native R function ns from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generate a Basis Matrix for Natural Cubic Splines — ds.ns • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generate a Basis Matrix for Natural Cubic Splines — ds.ns"><meta property="og:description" content="This function is based on the native R function ns from the
 splines package. This function generate the B-spline basis matrix for a natural
 cubic spline."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -114,7 +114,7 @@ <h2>Details</h2>
 sequence of interior knots, and the natural boundary conditions. These enforce the constraint
 that the function is linear beyond the boundary knots, which can either be supplied or default
 to the extremes of the data.
-A primary use is in modeling formula to directly specify a natural spline term in a model.</p>
+A primary use is in modelling formula to directly specify a natural spline term in a model.</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -129,11 +129,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.numNA.html b/docs/reference/ds.numNA.html
index 88cece393..e16b95305 100644
--- a/docs/reference/ds.numNA.html
+++ b/docs/reference/ds.numNA.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets the number of missing values in a server-side vector — ds.numNA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets the number of missing values in a server-side vector — ds.numNA"><meta property="og:description" content="This function helps to know the number of missing values
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets the number of missing values in a server-side vector — ds.numNA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets the number of missing values in a server-side vector — ds.numNA"><meta property="og:description" content="This function helps to know the number of missing values
 in a vector that is stored on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -127,11 +127,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.qlspline.html b/docs/reference/ds.qlspline.html
index 1970dfa27..ab868c79e 100644
--- a/docs/reference/ds.qlspline.html
+++ b/docs/reference/ds.qlspline.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Basis for a piecewise linear spline with meaningful coefficients — ds.qlspline • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Basis for a piecewise linear spline with meaningful coefficients — ds.qlspline"><meta property="og:description" content="This function is based on the native R function qlspline from the
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Basis for a piecewise linear spline with meaningful coefficients — ds.qlspline • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Basis for a piecewise linear spline with meaningful coefficients — ds.qlspline"><meta property="og:description" content="This function is based on the native R function qlspline from the
 lspline package. This function computes the basis of piecewise-linear spline
 such that, depending on the argument marginal, the coefficients can be interpreted as
 (1) slopes of consecutive spline segments, or (2) slope change at consecutive knots."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
@@ -80,7 +80,7 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-marginal">marginal<a class="anchor" aria-label="anchor" href="#arg-marginal"></a></dt>
-<dd><p>logical, how to parametrize the spline, see Details</p></dd>
+<dd><p>logical, how to parametrise the spline, see Details</p></dd>
 
 
 <dt id="arg-names">names<a class="anchor" aria-label="anchor" href="#arg-names"></a></dt>
@@ -128,11 +128,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.quantileMean.html b/docs/reference/ds.quantileMean.html
index 58b58eb6f..138932bac 100644
--- a/docs/reference/ds.quantileMean.html
+++ b/docs/reference/ds.quantileMean.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the quantiles of a server-side variable — ds.quantileMean • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the quantiles of a server-side variable — ds.quantileMean"><meta property="og:description" content="This function calculates the mean and quantile values of a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the quantiles of a server-side variable — ds.quantileMean • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the quantiles of a server-side variable — ds.quantileMean"><meta property="og:description" content="This function calculates the mean and quantile values of a
 server-side quantitative variable."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -146,11 +146,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rBinom.html b/docs/reference/ds.rBinom.html
index 116e05585..e595f69f3 100644
--- a/docs/reference/ds.rBinom.html
+++ b/docs/reference/ds.rBinom.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates Binomial distribution in the server-side — ds.rBinom • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates Binomial distribution in the server-side — ds.rBinom"><meta property="og:description" content="Generates random (pseudorandom) non-negative integers from a Binomial distribution.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates Binomial distribution in the server-side — ds.rBinom • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates Binomial distribution in the server-side — ds.rBinom"><meta property="og:description" content="Generates random (pseudorandom) non-negative integers from a Binomial distribution.
 Also, ds.rBinom allows creating different vector lengths in each server."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -198,11 +198,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rNorm.html b/docs/reference/ds.rNorm.html
index 1b73a4ccd..f7bbca549 100644
--- a/docs/reference/ds.rNorm.html
+++ b/docs/reference/ds.rNorm.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates Normal distribution in the server-side — ds.rNorm • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates Normal distribution in the server-side — ds.rNorm"><meta property="og:description" content="Generates normally distributed random (pseudorandom) scalar numbers.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates Normal distribution in the server-side — ds.rNorm • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates Normal distribution in the server-side — ds.rNorm"><meta property="og:description" content="Generates normally distributed random (pseudorandom) scalar numbers.
 Besides, ds.rNorm allows creating different vector lengths in each server."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -213,11 +213,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rPois.html b/docs/reference/ds.rPois.html
index 0946907bf..cc1394c48 100644
--- a/docs/reference/ds.rPois.html
+++ b/docs/reference/ds.rPois.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates Poisson distribution in the server-side — ds.rPois • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates Poisson distribution in the server-side — ds.rPois"><meta property="og:description" content="Generates random (pseudorandom) non-negative integers
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates Poisson distribution in the server-side — ds.rPois • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates Poisson distribution in the server-side — ds.rPois"><meta property="og:description" content="Generates random (pseudorandom) non-negative integers
 with a Poisson distribution.
 Besides,  ds.rPois allows creating different vector lengths in each server."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -188,11 +188,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rUnif.html b/docs/reference/ds.rUnif.html
index 7f203c72c..324aefb40 100644
--- a/docs/reference/ds.rUnif.html
+++ b/docs/reference/ds.rUnif.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates Uniform distribution in the server-side — ds.rUnif • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates Uniform distribution in the server-side — ds.rUnif"><meta property="og:description" content="Generates uniformly distributed random (pseudorandom) scalar numbers.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates Uniform distribution in the server-side — ds.rUnif • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates Uniform distribution in the server-side — ds.rUnif"><meta property="og:description" content="Generates uniformly distributed random (pseudorandom) scalar numbers.
 Besides, ds.rUnif allows creating different vector lengths in each server."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -219,11 +219,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.ranksSecure.html b/docs/reference/ds.ranksSecure.html
index 2cdcf4432..2cf714146 100644
--- a/docs/reference/ds.ranksSecure.html
+++ b/docs/reference/ds.ranksSecure.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Secure ranking of a vector across all sources — ds.ranksSecure • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Secure ranking of a vector across all sources — ds.ranksSecure"><meta property="og:description" content="Securely generate the ranks of a numeric vector and estimate
-true qlobal quantiles across all data sources simultaneously"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Secure ranking of a vector across all sources — ds.ranksSecure • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Secure ranking of a vector across all sources — ds.ranksSecure"><meta property="og:description" content="Securely generate the ranks of a numeric vector and estimate
+true global quantiles across all data sources simultaneously"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -42,7 +42,7 @@ <h1>Secure ranking of a vector across all sources</h1>
 
     <div class="ref-description">
     <p>Securely generate the ranks of a numeric vector and estimate
-true qlobal quantiles across all data sources simultaneously</p>
+true global quantiles across all data sources simultaneously</p>
     </div>
 
     <div id="ref-usage">
@@ -102,7 +102,7 @@ <h2>Arguments</h2>
 of the clusters of values that are being ranked such that some values are
 treated as being missing and the processing stops, then setting
 generate.quantiles to FALSE allows the generation of ranks to complete so
-they can then be used for non-parameteric analysis, even if the key values
+they can then be used for non-parametric analysis, even if the key values
 cannot be estimated. A real example of an unusual configuration was in a
 reasonably large dataset of survival times, where a substantial proportion
 of survival profiles were censored at precisely 10 years. This meant that
@@ -278,11 +278,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rbind.html b/docs/reference/ds.rbind.html
index c7431a74b..e0995494e 100644
--- a/docs/reference/ds.rbind.html
+++ b/docs/reference/ds.rbind.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Combines R objects by rows in the server-side — ds.rbind • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Combines R objects by rows in the server-side — ds.rbind"><meta property="og:description" content="It takes a sequence of vector, matrix or data-frame arguments
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Combines R objects by rows in the server-side — ds.rbind • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Combines R objects by rows in the server-side — ds.rbind"><meta property="og:description" content="It takes a sequence of vector, matrix or data-frame arguments
 and combines them by rows to produce a matrix."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -171,11 +171,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.reShape.html b/docs/reference/ds.reShape.html
index d8191fed3..4385968d5 100644
--- a/docs/reference/ds.reShape.html
+++ b/docs/reference/ds.reShape.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Reshapes server-side grouped data — ds.reShape • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Reshapes server-side grouped data — ds.reShape"><meta property="og:description" content="Reshapes a data frame containing longitudinal or
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Reshapes server-side grouped data — ds.reShape • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Reshapes server-side grouped data — ds.reShape"><meta property="og:description" content="Reshapes a data frame containing longitudinal or
 otherwise grouped data from 'wide' to 'long' format or vice-versa."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -194,11 +194,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.recodeLevels.html b/docs/reference/ds.recodeLevels.html
index c9a6849a4..1a5051a05 100644
--- a/docs/reference/ds.recodeLevels.html
+++ b/docs/reference/ds.recodeLevels.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Recodes the levels of a server-side factor vector — ds.recodeLevels • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Recodes the levels of a server-side factor vector — ds.recodeLevels"><meta property="og:description" content="The function replaces the levels of a factor by the specified new ones."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Recodes the levels of a server-side factor vector — ds.recodeLevels • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Recodes the levels of a server-side factor vector — ds.recodeLevels"><meta property="og:description" content="The function replaces the levels of a factor by the specified new ones."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -144,11 +144,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.recodeValues.html b/docs/reference/ds.recodeValues.html
index 7557fb81b..27efd8e07 100644
--- a/docs/reference/ds.recodeValues.html
+++ b/docs/reference/ds.recodeValues.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Recodes server-side variable values — ds.recodeValues • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Recodes server-side variable values — ds.recodeValues"><meta property="og:description" content="This function takes specified values of elements in a vector and converts
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Recodes server-side variable values — ds.recodeValues • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Recodes server-side variable values — ds.recodeValues"><meta property="og:description" content="This function takes specified values of elements in a vector and converts
 them to a matched set of alternative specified values."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -110,7 +110,7 @@ <h2>Details</h2>
     <p>This function recodes individual values with new individual values. This can
 apply to numeric and character values, factor levels and NAs. One particular use of
 <code>ds.recodeValues</code> is to convert NAs to an explicit value. This value is specified
-in the argument <code>missing</code>. If tthe user want to recode only missing values, then it
+in the argument <code>missing</code>. If the user want to recode only missing values, then it
 should also specify an identical vector of values in both arguments <code>values2replace.vector</code>
 and <code>new.values.vector</code> (see Example 2 below).
 Server function called: <code>recodeValuesDS</code></p>
@@ -132,11 +132,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rep.html b/docs/reference/ds.rep.html
index f634e93cf..f8dc00534 100644
--- a/docs/reference/ds.rep.html
+++ b/docs/reference/ds.rep.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Creates a repetitive sequence in the server-side — ds.rep • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Creates a repetitive sequence in the server-side — ds.rep"><meta property="og:description" content="Creates a repetitive sequence by repeating
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Creates a repetitive sequence in the server-side — ds.rep • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Creates a repetitive sequence in the server-side — ds.rep"><meta property="og:description" content="Creates a repetitive sequence by repeating
 the specified scalar number, vector or list in each data source."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -206,11 +206,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.replaceNA.html b/docs/reference/ds.replaceNA.html
index 00f008cbe..4b49123cb 100644
--- a/docs/reference/ds.replaceNA.html
+++ b/docs/reference/ds.replaceNA.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Replaces the missing values in a server-side vector — ds.replaceNA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Replaces the missing values in a server-side vector — ds.replaceNA"><meta property="og:description" content="This function identifies missing values and replaces them by a value or
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Replaces the missing values in a server-side vector — ds.replaceNA • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Replaces the missing values in a server-side vector — ds.replaceNA"><meta property="og:description" content="This function identifies missing values and replaces them by a value or
 values specified by the analyst."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -170,11 +170,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rm.html b/docs/reference/ds.rm.html
index 3a369fd8e..dc2e1de49 100644
--- a/docs/reference/ds.rm.html
+++ b/docs/reference/ds.rm.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Deletes server-side R objects — ds.rm • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Deletes server-side R objects — ds.rm"><meta property="og:description" content="deletes R objects on the server-side"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Deletes server-side R objects — ds.rm • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Deletes server-side R objects — ds.rm"><meta property="og:description" content="deletes R objects on the server-side"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -140,11 +140,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.rowColCalc.html b/docs/reference/ds.rowColCalc.html
index a63f57653..d308880c2 100644
--- a/docs/reference/ds.rowColCalc.html
+++ b/docs/reference/ds.rowColCalc.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes rows and columns sums and means in the server-side — ds.rowColCalc • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes rows and columns sums and means in the server-side — ds.rowColCalc"><meta property="og:description" content="Computes sums and means of rows or columns
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes rows and columns sums and means in the server-side — ds.rowColCalc • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes rows and columns sums and means in the server-side — ds.rowColCalc"><meta property="og:description" content="Computes sums and means of rows or columns
 of a numeric matrix or data frame on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -143,11 +143,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.sample.html b/docs/reference/ds.sample.html
index 6207f73d3..d049de8f4 100644
--- a/docs/reference/ds.sample.html
+++ b/docs/reference/ds.sample.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Performs random sampling and permuting of vectors, dataframes and matrices — ds.sample • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Performs random sampling and permuting of vectors, dataframes and matrices — ds.sample"><meta property="og:description" content="draws a pseudorandom sample from a vector, dataframe or matrix
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Performs random sampling and permuting of vectors, dataframes and matrices — ds.sample • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Performs random sampling and permuting of vectors, dataframes and matrices — ds.sample"><meta property="og:description" content="draws a pseudorandom sample from a vector, dataframe or matrix
 on the serverside
 or - as a special case - randomly permutes a vector, dataframe or matrix."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -202,7 +202,7 @@ <h2>Details</h2>
 case with the default name 'newobj.sample) using ds.dataFrameSort with the
 'sampling.order' vector as the sort key, the output object is rendered
 equivalent to PRWa but with the rows randomly permuted (so the column reflecting
-the vector 'sample.order' now runs from 1:length of obejct, while the
+the vector 'sample.order' now runs from 1:length of object, while the
 column reflecting 'ID.seq' denoting the original order is now randomly ordered.
 If you need to return to the original order you can simply us ds.dataFrameSort
 again using the column reflecting 'ID.seq' as the sort key:
@@ -228,11 +228,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.scatterPlot.html b/docs/reference/ds.scatterPlot.html
index c2edd11f9..8b9928ecf 100644
--- a/docs/reference/ds.scatterPlot.html
+++ b/docs/reference/ds.scatterPlot.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates non-disclosive scatter plots — ds.scatterPlot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates non-disclosive scatter plots — ds.scatterPlot"><meta property="og:description" content="This function uses two disclosure control methods to generate non-disclosive
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates non-disclosive scatter plots — ds.scatterPlot • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates non-disclosive scatter plots — ds.scatterPlot"><meta property="og:description" content="This function uses two disclosure control methods to generate non-disclosive
 scatter plots of two server-side continuous variables."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -80,7 +80,7 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-k">k<a class="anchor" aria-label="anchor" href="#arg-k"></a></dt>
-<dd><p>the number of the nearest neighbors  for which their centroid is calculated.
+<dd><p>the number of the nearest neighbours  for which their centroid is calculated.
 Default 3.
 For more information see <strong>Details</strong>.</p></dd>
 
@@ -119,7 +119,7 @@ <h2>Details</h2>
     <p>As the generation of a scatter plot from original data is disclosive and is not
 permitted in DataSHIELD, this function allows the user to plot non-disclosive scatter plots.</p>
 <p>If the argument <code>method</code> is set to <code>'deterministic'</code>, the server-side function searches
-for the <code>k-1</code> nearest neighbors of each single data point and calculates the centroid
+for the <code>k-1</code> nearest neighbours of each single data point and calculates the centroid
 of such <code>k</code> points.
 The proximity is defined by the minimum Euclidean distances of z-score transformed data.</p>
 <p>When the coordinates of all centroids are estimated the function applies scaling to expand the
@@ -222,11 +222,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.seq.html b/docs/reference/ds.seq.html
index 0e4080621..760fbf46a 100644
--- a/docs/reference/ds.seq.html
+++ b/docs/reference/ds.seq.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a sequence in the server-side — ds.seq • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a sequence in the server-side — ds.seq"><meta property="og:description" content="This function generates a sequence for given parameters
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a sequence in the server-side — ds.seq • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a sequence in the server-side — ds.seq"><meta property="og:description" content="This function generates a sequence for given parameters
 on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -213,11 +213,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.setDefaultOpals.html b/docs/reference/ds.setDefaultOpals.html
index a2ad4ba40..6bc3c3382 100644
--- a/docs/reference/ds.setDefaultOpals.html
+++ b/docs/reference/ds.setDefaultOpals.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Creates a default set of Opal objects called 'default.opals' — ds.setDefaultOpals • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Creates a default set of Opal objects called 'default.opals' — ds.setDefaultOpals"><meta property="og:description" content="creates a default set of Opal objects called 'default.opals"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Creates a default set of Opal objects called 'default.opals' — ds.setDefaultOpals • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Creates a default set of Opal objects called 'default.opals' — ds.setDefaultOpals"><meta property="og:description" content="creates a default set of Opal objects called 'default.opals"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -93,11 +93,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.setSeed.html b/docs/reference/ds.setSeed.html
index 0feac487d..e221dab61 100644
--- a/docs/reference/ds.setSeed.html
+++ b/docs/reference/ds.setSeed.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Server-side random number generation — ds.setSeed • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Server-side random number generation — ds.setSeed"><meta property="og:description" content="Primes the pseudorandom number generator in a data source"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Server-side random number generation — ds.setSeed • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Server-side random number generation — ds.setSeed"><meta property="og:description" content="Primes the pseudorandom number generator in a data source"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -156,11 +156,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.skewness.html b/docs/reference/ds.skewness.html
index 39733b961..fe5647037 100644
--- a/docs/reference/ds.skewness.html
+++ b/docs/reference/ds.skewness.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the skewness of a server-side numeric variable — ds.skewness • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the skewness of a server-side numeric variable — ds.skewness"><meta property="og:description" content="This function calculates the skewness of a numeric variable
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Calculates the skewness of a server-side numeric variable — ds.skewness • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Calculates the skewness of a server-side numeric variable — ds.skewness"><meta property="og:description" content="This function calculates the skewness of a numeric variable
 that is stored on the server-side (Opal server)."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -154,11 +154,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.sqrt.html b/docs/reference/ds.sqrt.html
index 69c7b1e2a..c78d68301 100644
--- a/docs/reference/ds.sqrt.html
+++ b/docs/reference/ds.sqrt.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the square root values of a variable — ds.sqrt • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the square root values of a variable — ds.sqrt"><meta property="og:description" content="Computes the square root values for a specified numeric or integer vector.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the square root values of a variable — ds.sqrt • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the square root values of a variable — ds.sqrt"><meta property="og:description" content="Computes the square root values for a specified numeric or integer vector.
 This function is similar to R function sqrt."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -127,7 +127,6 @@ <h2>Examples</h2>
 <span class="r-in"><span>  <span class="co"># and get their square roots</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="ds.make.html">ds.make</a></span><span class="op">(</span>toAssign<span class="op">=</span><span class="st">'rep((1:10)^2, times=10)'</span>, newobj<span class="op">=</span><span class="st">'squares.vector'</span>, datasources<span class="op">=</span><span class="va">connections</span><span class="op">)</span></span></span>
 <span class="r-in"><span>  <span class="fu">ds.sqrt</span><span class="op">(</span>x<span class="op">=</span><span class="st">'squares.vector'</span>, newobj<span class="op">=</span><span class="st">'sqrt.vector'</span>, datasources<span class="op">=</span><span class="va">connections</span><span class="op">)</span></span></span>
-<span class="r-in"><span>  <span class="co"># check the behavior of that operation by comparing the tables of squares.vector and sqrt.vector</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="ds.table.html">ds.table</a></span><span class="op">(</span>rvar<span class="op">=</span><span class="st">'squares.vector'</span><span class="op">)</span><span class="op">$</span><span class="va">output.list</span><span class="op">$</span><span class="va">TABLE_rvar.by.study_counts</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="ds.table.html">ds.table</a></span><span class="op">(</span>rvar<span class="op">=</span><span class="st">'sqrt.vector'</span><span class="op">)</span><span class="op">$</span><span class="va">output.list</span><span class="op">$</span><span class="va">TABLE_rvar.by.study_counts</span></span></span>
 <span class="r-in"><span></span></span>
@@ -146,11 +145,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.subset.html b/docs/reference/ds.subset.html
index a1d288b2c..8d3b893f6 100644
--- a/docs/reference/ds.subset.html
+++ b/docs/reference/ds.subset.html
@@ -1,7 +1,7 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a valid subset of a table or a vector — ds.subset • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a valid subset of a table or a vector — ds.subset"><meta property="og:description" content="The function uses the R classical subsetting with squared brackets '[]' and allows also to
-subset using a logical oprator and a threshold. The object to subset from must be a vector (factor, numeric
-or charcater) or a table (data.frame or matrix)."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a valid subset of a table or a vector — ds.subset • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a valid subset of a table or a vector — ds.subset"><meta property="og:description" content="The function uses the R classical subsetting with squared brackets '[]' and allows also to
+subset using a logical operator and a threshold. The object to subset from must be a vector (factor, numeric
+or character) or a table (data.frame or matrix)."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -19,7 +19,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.4.0.9000</span>
       </span>
     </div>
 
@@ -43,8 +43,8 @@ <h1>Generates a valid subset of a table or a vector</h1>
 
     <div class="ref-description">
     <p>The function uses the R classical subsetting with squared brackets '[]' and allows also to
-subset using a logical oprator and a threshold. The object to subset from must be a vector (factor, numeric
-or charcater) or a table (data.frame or matrix).</p>
+subset using a logical operator and a threshold. The object to subset from must be a vector (factor, numeric
+or character) or a table (data.frame or matrix).</p>
     </div>
 
     <div id="ref-usage">
@@ -107,7 +107,7 @@ <h2>Value</h2>
     <div id="details">
     <h2>Details</h2>
     <p>(1) If the input data is a table the user specifies the rows and/or columns to include in the subset; the columns can be
-refered to by their names. Table subsetting can also be done using the name of a variable and a threshold (see example 3).
+referred to by their names. Table subsetting can also be done using the name of a variable and a threshold (see example 3).
 (2) If the input data is a vector and the parameters 'rows', 'logical' and 'threshold' are all provided the last two are ignored
 (i.e. 'rows' has precedence over the other two parameters then).
 IMPORTANT NOTE: If the requested subset is not valid (i.e. contains less than the allowed number of observations) all the values are
@@ -115,7 +115,7 @@ <h2>Details</h2>
     </div>
     <div id="see-also">
     <h2>See also</h2>
-    <div class="dont-index"><p><a href="ds.subsetByClass.html">ds.subsetByClass</a> to subset by the classes of factor vector(s).</p>
+    <div class="dont-index"><p>ds.subsetByClass to subset by the classes of factor vector(s).</p>
 <p><a href="ds.meanByClass.html">ds.meanByClass</a> to compute mean and standard deviation across categories of a factor vectors.</p></div>
     </div>
     <div id="author">
@@ -180,11 +180,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.subsetByClass.html b/docs/reference/ds.subsetByClass.html
index 024ebff5a..f7327c760 100644
--- a/docs/reference/ds.subsetByClass.html
+++ b/docs/reference/ds.subsetByClass.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates valid subset(s) of a data frame or a factor — ds.subsetByClass • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates valid subset(s) of a data frame or a factor — ds.subsetByClass"><meta property="og:description" content="The function takes a categorical variable or a data frame as input and generates
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates valid subset(s) of a data frame or a factor — ds.subsetByClass • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates valid subset(s) of a data frame or a factor — ds.subsetByClass"><meta property="og:description" content="The function takes a categorical variable or a data frame as input and generates
 subset(s)  variables or data frames for each category."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -18,7 +18,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -142,11 +142,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.summary.html b/docs/reference/ds.summary.html
index 56a225cdc..e02eb83e0 100644
--- a/docs/reference/ds.summary.html
+++ b/docs/reference/ds.summary.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates the summary of a server-side object — ds.summary • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates the summary of a server-side object — ds.summary"><meta property="og:description" content="Generates the summary of a server-side object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates the summary of a server-side object — ds.summary • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates the summary of a server-side object — ds.summary"><meta property="og:description" content="Generates the summary of a server-side object."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -139,11 +139,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.table.html b/docs/reference/ds.table.html
index 419d69d15..17761a15a 100644
--- a/docs/reference/ds.table.html
+++ b/docs/reference/ds.table.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates 1-, 2-, and 3-dimensional contingency tables with option of assigning to serverside only and producing chi-squared statistics — ds.table • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates 1-, 2-, and 3-dimensional contingency tables with option of assigning to serverside only and producing chi-squared statistics — ds.table"><meta property="og:description" content="Creates 1-dimensional, 2-dimensional and 3-dimensional
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates 1-, 2-, and 3-dimensional contingency tables with option of assigning to serverside only and producing chi-squared statistics — ds.table • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates 1-, 2-, and 3-dimensional contingency tables with option of assigning to serverside only and producing chi-squared statistics — ds.table"><meta property="og:description" content="Creates 1-dimensional, 2-dimensional and 3-dimensional
 tables using the table function in native R."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -284,11 +284,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.table1D.html b/docs/reference/ds.table1D.html
index e53158011..ef78c5ee1 100644
--- a/docs/reference/ds.table1D.html
+++ b/docs/reference/ds.table1D.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates 1-dimensional contingency tables — ds.table1D • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates 1-dimensional contingency tables — ds.table1D"><meta property="og:description" content="The function ds.table1D is a client-side wrapper function.
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates 1-dimensional contingency tables — ds.table1D • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates 1-dimensional contingency tables — ds.table1D"><meta property="og:description" content="The function ds.table1D is a client-side wrapper function.
 It calls the server-side function table1DDS to generate 1-dimensional
 tables for all data sources."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -65,13 +65,13 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
-<dd><p>a character which represent the type of table to ouput: pooled table or one table for each
+<dd><p>a character which represent the type of table to output: pooled table or one table for each
 data source. If <code>type</code> is set to 'combine', a pooled 1-dimensional table is returned; if If <code>type</code>
 is set to 'split' a 1-dimensional table is returned for each data source.</p></dd>
 
 
 <dt id="arg-warningmessage">warningMessage<a class="anchor" aria-label="anchor" href="#arg-warningmessage"></a></dt>
-<dd><p>a boolean, if set to TRUE (deafult) a warning is displayed if any returned table is invalid. Warning
+<dd><p>a boolean, if set to TRUE (default) a warning is displayed if any returned table is invalid. Warning
 messages are suppressed if this parameter is set to FALSE. However the analyst can still view 'validity' information
 which are stored in the output object 'validity' - see the list of output objects.</p></dd>
 
@@ -160,11 +160,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.table2D.html b/docs/reference/ds.table2D.html
index 19246f4db..af92e3d72 100644
--- a/docs/reference/ds.table2D.html
+++ b/docs/reference/ds.table2D.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates 2-dimensional contingency tables — ds.table2D • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates 2-dimensional contingency tables — ds.table2D"><meta property="og:description" content="The function ds.table2D is a client-side wrapper function. It calls the server-side function
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates 2-dimensional contingency tables — ds.table2D • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates 2-dimensional contingency tables — ds.table2D"><meta property="og:description" content="The function ds.table2D is a client-side wrapper function. It calls the server-side function
 'table2DDS' that generates a 2-dimensional contingency table for each data source."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -68,14 +68,14 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
-<dd><p>a character which represent the type of table to ouput: pooled table or one table for each
+<dd><p>a character which represent the type of table to output: pooled table or one table for each
 data source or both. If <code>type</code> is set to 'combine', a pooled 2-dimensional table is returned; If <code>type</code>
 is set to 'split' a 2-dimensional table is returned for each data source. If <code>type</code> is set to 'both' (default)
 a pooled 2-dimensional table plus a 2-dimensional table for each data source are returned.</p></dd>
 
 
 <dt id="arg-warningmessage">warningMessage<a class="anchor" aria-label="anchor" href="#arg-warningmessage"></a></dt>
-<dd><p>a boolean, if set to TRUE (deafult) a warning is displayed if any returned table is invalid. Warning
+<dd><p>a boolean, if set to TRUE (default) a warning is displayed if any returned table is invalid. Warning
 messages are suppressed if this parameter is set to FALSE. However the analyst can still view 'validity' information
 which are stored in the output object 'validity' - see the list of output objects.</p></dd>
 
@@ -139,11 +139,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.tapply.assign.html b/docs/reference/ds.tapply.assign.html
index 5374ea3af..1329a91a2 100644
--- a/docs/reference/ds.tapply.assign.html
+++ b/docs/reference/ds.tapply.assign.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Applies a Function Over a Ragged Array on the server-side — ds.tapply.assign • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Applies a Function Over a Ragged Array on the server-side — ds.tapply.assign"><meta property="og:description" content="Applies one of a selected range of functions to summarize an
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Applies a Function Over a Ragged Array on the server-side — ds.tapply.assign • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Applies a Function Over a Ragged Array on the server-side — ds.tapply.assign"><meta property="og:description" content="Applies one of a selected range of functions to summarize an
 outcome variable over one or more indexing factors and write the resultant
 summary as an object on the server-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -212,11 +212,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.tapply.html b/docs/reference/ds.tapply.html
index 84d73bc86..3622cd5cc 100644
--- a/docs/reference/ds.tapply.html
+++ b/docs/reference/ds.tapply.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Applies a Function Over a Server-Side Ragged Array — ds.tapply • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Applies a Function Over a Server-Side Ragged Array — ds.tapply"><meta property="og:description" content="Apply one of a selected range of functions to summarize an
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Applies a Function Over a Server-Side Ragged Array — ds.tapply • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Applies a Function Over a Server-Side Ragged Array — ds.tapply"><meta property="og:description" content="Apply one of a selected range of functions to summarize an
 outcome variable over one or more indexing factors.
 The resultant summary is written to the client-side."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -203,11 +203,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.testObjExists.html b/docs/reference/ds.testObjExists.html
index db89f2b18..53e556e96 100644
--- a/docs/reference/ds.testObjExists.html
+++ b/docs/reference/ds.testObjExists.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if an R object exists on the server-side — ds.testObjExists • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if an R object exists on the server-side — ds.testObjExists"><meta property="og:description" content="This function checks that a specified data object exists or has been correctly created on a
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if an R object exists on the server-side — ds.testObjExists • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if an R object exists on the server-side — ds.testObjExists"><meta property="og:description" content="This function checks that a specified data object exists or has been correctly created on a
 specified set of data servers."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.unList.html b/docs/reference/ds.unList.html
index 23937e17a..442a3e279 100644
--- a/docs/reference/ds.unList.html
+++ b/docs/reference/ds.unList.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Flattens Server-Side Lists — ds.unList • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Flattens Server-Side Lists — ds.unList"><meta property="og:description" content="Coerces an object of list class back to the class it was when
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Flattens Server-Side Lists — ds.unList • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Flattens Server-Side Lists — ds.unList"><meta property="og:description" content="Coerces an object of list class back to the class it was when
 it was coerced into a list."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -149,11 +149,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.unique.html b/docs/reference/ds.unique.html
index 22edfcea8..9d5c8cd57 100644
--- a/docs/reference/ds.unique.html
+++ b/docs/reference/ds.unique.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform 'unique' on a variable on the server-side — ds.unique • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Perform 'unique' on a variable on the server-side — ds.unique"><meta property="og:description" content="Perform 'unique', from the 'base' package on a specified variable on the server-side"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Perform 'unique' on a variable on the server-side — ds.unique • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Perform 'unique' on a variable on the server-side — ds.unique"><meta property="og:description" content="Perform 'unique', from the 'base' package on a specified variable on the server-side"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -52,7 +52,7 @@ <h2>Arguments</h2>
 
 
 <dl><dt id="arg-x-name">x.name<a class="anchor" aria-label="anchor" href="#arg-x-name"></a></dt>
-<dd><p>a character string providing the name of the varable, in the server, to perform <code>unique</code> upon</p></dd>
+<dd><p>a character string providing the name of the variable, in the server, to perform <code>unique</code> upon</p></dd>
 
 
 <dt id="arg-newobj">newobj<a class="anchor" aria-label="anchor" href="#arg-newobj"></a></dt>
@@ -122,11 +122,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.var.html b/docs/reference/ds.var.html
index 91d043207..cf468f0fc 100644
--- a/docs/reference/ds.var.html
+++ b/docs/reference/ds.var.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes server-side vector variance — ds.var • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes server-side vector variance — ds.var"><meta property="og:description" content="Computes the variance of a given server-side vector."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes server-side vector variance — ds.var • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes server-side vector variance — ds.var"><meta property="og:description" content="Computes the variance of a given server-side vector."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -153,11 +153,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/ds.vectorCalc.html b/docs/reference/ds.vectorCalc.html
index 902c6a46f..14adb046c 100644
--- a/docs/reference/ds.vectorCalc.html
+++ b/docs/reference/ds.vectorCalc.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Performs a mathematical operation on two or more vectors — ds.vectorCalc • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Performs a mathematical operation on two or more vectors — ds.vectorCalc"><meta property="og:description" content="Carries out a row-wise operation on two or more vector. The function calls no
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Performs a mathematical operation on two or more vectors — ds.vectorCalc • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Performs a mathematical operation on two or more vectors — ds.vectorCalc"><meta property="og:description" content="Carries out a row-wise operation on two or more vector. The function calls no
 server side function; it uses the R operation symbols built in DataSHIELD."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
@@ -78,10 +78,10 @@ <h2>Value</h2>
     <div id="details">
     <h2>Details</h2>
     <p>In DataSHIELD it is possible to perform an operation on vectors by just using the relevant
-R symbols (e.g. '+' for addtion, '*' for multiplication, '-' for substraction and '/' for division).
+R symbols (e.g. '+' for addition, '*' for multiplication, '-' for subtraction and '/' for division).
 This might however be inconvenient if the number of vectors to include in the operation is large.
 This function takes the names of two or more vectors and performs the desired operation which could be
-an addition, a multiplication, a substraction or a division. If one or more vectors have a missing value
+an addition, a multiplication, a subtraction or a division. If one or more vectors have a missing value
 at any one entry (i.e. observation), the operation returns a missing value ('NA') for that entry; the output
 vectors has, hence the same length as the input vectors.</p>
     </div>
@@ -120,11 +120,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/extract.html b/docs/reference/extract.html
index dbef4cd92..35f6dfc0c 100644
--- a/docs/reference/extract.html
+++ b/docs/reference/extract.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Splits character by '$' and returns the single characters — extract • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Splits character by '$' and returns the single characters — extract"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Splits character by '$' and returns the single characters — extract • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Splits character by '$' and returns the single characters — extract"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -72,11 +72,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/getPooledMean.html b/docs/reference/getPooledMean.html
index ec53ec914..51656de6e 100644
--- a/docs/reference/getPooledMean.html
+++ b/docs/reference/getPooledMean.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets a pooled statistical mean — getPooledMean • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets a pooled statistical mean — getPooledMean"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets a pooled statistical mean — getPooledMean • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets a pooled statistical mean — getPooledMean"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -79,11 +79,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/getPooledVar.html b/docs/reference/getPooledVar.html
index 16cc1c6a3..36de0a71a 100644
--- a/docs/reference/getPooledVar.html
+++ b/docs/reference/getPooledVar.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets a pooled variance — getPooledVar • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets a pooled variance — getPooledVar"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets a pooled variance — getPooledVar • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets a pooled variance — getPooledVar"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -79,11 +79,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/glmChecks.html b/docs/reference/glmChecks.html
index d89ad3fcf..dbb063002 100644
--- a/docs/reference/glmChecks.html
+++ b/docs/reference/glmChecks.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if the elements in the glm model have the right characteristics — glmChecks • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if the elements in the glm model have the right characteristics — glmChecks"><meta property="og:description" content="This is an internal function required by the client function ds.glm
-to verify all the variables and ensure the process does not halt inadvertanly."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if the elements in the glm model have the right characteristics — glmChecks • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if the elements in the glm model have the right characteristics — glmChecks"><meta property="og:description" content="This is an internal function required by the client function ds.glm
+to verify all the variables and ensure the process does not halt inadvertently"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -42,7 +42,7 @@ <h1>Checks if the elements in the glm model have the right characteristics</h1>
 
     <div class="ref-description">
     <p>This is an internal function required by the client function <code>ds.glm</code>
-to verify all the variables and ensure the process does not halt inadvertanly.</p>
+to verify all the variables and ensure the process does not halt inadvertently</p>
     </div>
 
     <div id="ref-usage">
@@ -63,7 +63,7 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-offset">offset<a class="anchor" aria-label="anchor" href="#arg-offset"></a></dt>
-<dd><p>null or a numreric vector that can be used to specify an a priori known component to be
+<dd><p>null or a numeric vector that can be used to specify an a priori known component to be
 included in the linear predictor during fitting.</p></dd>
 
 
@@ -84,7 +84,7 @@ <h2>Value</h2>
     <div id="details">
     <h2>Details</h2>
     <p>the variables are checked to ensure they are defined, not empty (i.e. are not missing
-at complete) and evantually (if 'offset' or 'weights') are of 'numeric' with non negative value
+at complete) and eventually (if 'offset' or 'weights') are of 'numeric' with non negative value
 (if 'weights').</p>
     </div>
     <div id="author">
@@ -100,11 +100,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/index.html b/docs/reference/index.html
index be77a4283..552bc44ee 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Package index • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Package index"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Package index • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Package index"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -42,10 +42,6 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
           <p class="section-desc"></p>
         </th>
       </tr></tbody><tbody><tr><td>
-          <p><code><a href="computeWeightedMeans.html">computeWeightedMeans()</a></code> </p>
-        </td>
-        <td><p>Compute Weighted Mean by Group</p></td>
-      </tr><tr><td>
           <p><code><a href="ds.Boole.html">ds.Boole()</a></code> </p>
         </td>
         <td><p>Converts a server-side R object into Boolean indicators</p></td>
@@ -357,6 +353,10 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
           <p><code><a href="ds.matrixTranspose.html">ds.matrixTranspose()</a></code> </p>
         </td>
         <td><p>Transposes a server-side matrix</p></td>
+      </tr><tr><td>
+          <p><code><a href="ds.mdPattern.html">ds.mdPattern()</a></code> </p>
+        </td>
+        <td><p>Display missing data patterns with disclosure control</p></td>
       </tr><tr><td>
           <p><code><a href="ds.mean.html">ds.mean()</a></code> </p>
         </td>
@@ -481,6 +481,10 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
           <p><code><a href="ds.sqrt.html">ds.sqrt()</a></code> </p>
         </td>
         <td><p>Computes the square root values of a variable</p></td>
+      </tr><tr><td>
+          <p><code><a href="ds.subset.html">ds.subset()</a></code> </p>
+        </td>
+        <td><p>Generates a valid subset of a table or a vector</p></td>
       </tr><tr><td>
           <p><code><a href="ds.summary.html">ds.summary()</a></code> </p>
         </td>
@@ -534,11 +538,11 @@ <h2 id="all-functions">All functions <a href="#all-functions" class="anchor" ari
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/isAssigned.html b/docs/reference/isAssigned.html
index c521d262c..6273e9e60 100644
--- a/docs/reference/isAssigned.html
+++ b/docs/reference/isAssigned.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks an object has been generated on the server side — isAssigned • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks an object has been generated on the server side — isAssigned"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks an object has been generated on the server side — isAssigned • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks an object has been generated on the server side — isAssigned"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -80,11 +80,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/isDefined.html b/docs/reference/isDefined.html
index 19bebebe0..c601e6444 100644
--- a/docs/reference/isDefined.html
+++ b/docs/reference/isDefined.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if the objects are defined in all studies — isDefined • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if the objects are defined in all studies — isDefined"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Checks if the objects are defined in all studies — isDefined • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Checks if the objects are defined in all studies — isDefined"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -91,11 +91,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/logical2int.html b/docs/reference/logical2int.html
index 4e925bb0f..730bcb433 100644
--- a/docs/reference/logical2int.html
+++ b/docs/reference/logical2int.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Turns a logical operator into an integer — logical2int • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Turns a logical operator into an integer — logical2int"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Turns a logical operator into an integer — logical2int • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Turns a logical operator into an integer — logical2int"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.4.0.9000</span>
       </span>
     </div>
 
@@ -61,7 +61,7 @@ <h2>Value</h2>
     </div>
     <div id="details">
     <h2>Details</h2>
-    <p>This function is called to turn a logical oprator given as a
+    <p>This function is called to turn a logical operator given as a
 character into an integer: '&gt;' is turned into 1, '&gt;=' into 2, '&lt;' into 3,
 '&lt;=' into 4, '==' into 5 and '!=' into 6.</p>
     </div>
@@ -74,11 +74,11 @@ <h2>Details</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper0a.html b/docs/reference/meanByClassHelper0a.html
index 150c99086..f5dc12aa4 100644
--- a/docs/reference/meanByClassHelper0a.html
+++ b/docs/reference/meanByClassHelper0a.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the mean values of a numeric vector across a factor vector — meanByClassHelper0a • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the mean values of a numeric vector across a factor vector — meanByClassHelper0a"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Computes the mean values of a numeric vector across a factor vector — meanByClassHelper0a • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Computes the mean values of a numeric vector across a factor vector — meanByClassHelper0a"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -62,7 +62,7 @@ <h2>Arguments</h2>
 <dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
 <dd><p>a character which represents the type of analysis to carry out. If <code>type</code> is set to
 'combine', a pooled table of results is generated. If <code>type</code> is set to 'split', a table of results
-is genrated for each study.</p></dd>
+is generated for each study.</p></dd>
 
 
 <dt id="arg-datasources">datasources<a class="anchor" aria-label="anchor" href="#arg-datasources"></a></dt>
@@ -93,11 +93,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper0b.html b/docs/reference/meanByClassHelper0b.html
index 79e7419fb..b4bc1732e 100644
--- a/docs/reference/meanByClassHelper0b.html
+++ b/docs/reference/meanByClassHelper0b.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Runs the computation if variables are within a table structure — meanByClassHelper0b • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Runs the computation if variables are within a table structure — meanByClassHelper0b"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Runs the computation if variables are within a table structure — meanByClassHelper0b • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Runs the computation if variables are within a table structure — meanByClassHelper0b"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -66,7 +66,7 @@ <h2>Arguments</h2>
 <dt id="arg-type">type<a class="anchor" aria-label="anchor" href="#arg-type"></a></dt>
 <dd><p>a character which represents the type of analysis to carry out. If <code>type</code> is set to
 'combine', a pooled table of results is generated. If <code>type</code> is set to 'split', a table of results
-is genrated for each study.</p></dd>
+is generated for each study.</p></dd>
 
 
 <dt id="arg-datasources">datasources<a class="anchor" aria-label="anchor" href="#arg-datasources"></a></dt>
@@ -82,7 +82,7 @@ <h2>Value</h2>
     <div id="details">
     <h2>Details</h2>
     <p>This function is called by the function 'ds.meanByClass' to produce the final tables
-if the user soecify a table structure.</p>
+if the user specify a table structure.</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -97,11 +97,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper1.html b/docs/reference/meanByClassHelper1.html
index 50668b68f..867357783 100644
--- a/docs/reference/meanByClassHelper1.html
+++ b/docs/reference/meanByClassHelper1.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates subset tables — meanByClassHelper1 • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates subset tables — meanByClassHelper1"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates subset tables — meanByClassHelper1 • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates subset tables — meanByClassHelper1"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -90,11 +90,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper2.html b/docs/reference/meanByClassHelper2.html
index 328d6ac03..6f6c84f57 100644
--- a/docs/reference/meanByClassHelper2.html
+++ b/docs/reference/meanByClassHelper2.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a table for pooled results — meanByClassHelper2 • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a table for pooled results — meanByClassHelper2"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates a table for pooled results — meanByClassHelper2 • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates a table for pooled results — meanByClassHelper2"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -65,7 +65,7 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-invalidrecorder">invalidrecorder<a class="anchor" aria-label="anchor" href="#arg-invalidrecorder"></a></dt>
-<dd><p>a list, holds informations about invalid subsets in each study.</p></dd>
+<dd><p>a list, holds information about invalid subsets in each study.</p></dd>
 
 </dl></div>
     <div id="value">
@@ -76,7 +76,7 @@ <h2>Value</h2>
     <div id="details">
     <h2>Details</h2>
     <p>This function is called by the function 'ds.meanByClass' to produce the final table
-if the user sets the parmater 'type' to combine (the default behaviour of 'ds.meanByClass').</p>
+if the user sets the parameter 'type' to combine (the default behaviour of 'ds.meanByClass').</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -91,11 +91,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper3.html b/docs/reference/meanByClassHelper3.html
index 80835e85f..a7a93c9b4 100644
--- a/docs/reference/meanByClassHelper3.html
+++ b/docs/reference/meanByClassHelper3.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates results tables for each study separately — meanByClassHelper3 • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates results tables for each study separately — meanByClassHelper3"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Generates results tables for each study separately — meanByClassHelper3 • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Generates results tables for each study separately — meanByClassHelper3"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -65,7 +65,7 @@ <h2>Arguments</h2>
 
 
 <dt id="arg-invalidrecorder">invalidrecorder<a class="anchor" aria-label="anchor" href="#arg-invalidrecorder"></a></dt>
-<dd><p>a list, holds informations about invalid subsets in each study</p></dd>
+<dd><p>a list, holds information about invalid subsets in each study</p></dd>
 
 </dl></div>
     <div id="value">
@@ -75,7 +75,7 @@ <h2>Value</h2>
     <div id="details">
     <h2>Details</h2>
     <p>This function is called by the function 'ds.meanByClass' to produce the final tables
-if the user sets the parmater 'type' to 'split'.</p>
+if the user sets the parameter 'type' to 'split'.</p>
     </div>
     <div id="author">
     <h2>Author</h2>
@@ -90,11 +90,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/meanByClassHelper4.html b/docs/reference/meanByClassHelper4.html
index 1a2dd5e44..5ed4bc7dd 100644
--- a/docs/reference/meanByClassHelper4.html
+++ b/docs/reference/meanByClassHelper4.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets the subset tables out of the list (i.e. unlist) — meanByClassHelper4 • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets the subset tables out of the list (i.e. unlist) — meanByClassHelper4"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Gets the subset tables out of the list (i.e. unlist) — meanByClassHelper4 • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Gets the subset tables out of the list (i.e. unlist) — meanByClassHelper4"><meta property="og:description" content="This is an internal function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -100,11 +100,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/rowPercent.html b/docs/reference/rowPercent.html
index 9e5db1e70..40a77a5dc 100644
--- a/docs/reference/rowPercent.html
+++ b/docs/reference/rowPercent.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Produces row percentages — rowPercent • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Produces row percentages — rowPercent"><meta property="og:description" content="this is an INTERNAL function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Produces row percentages — rowPercent • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Produces row percentages — rowPercent"><meta property="og:description" content="this is an INTERNAL function."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -76,11 +76,11 @@ <h2>Author</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/reference/subsetHelper.html b/docs/reference/subsetHelper.html
index 53e88d63e..bc97b31b9 100644
--- a/docs/reference/subsetHelper.html
+++ b/docs/reference/subsetHelper.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Ensures that the requested subset is not larger than the original object — subsetHelper • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Ensures that the requested subset is not larger than the original object — subsetHelper"><meta property="og:description" content="Compares subset and original object sizes and eventually carries out subsetting."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en-GB"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Ensures that the requested subset is not larger than the original object — subsetHelper • dsBaseClient</title><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.7.1/jquery.min.js" integrity="sha512-v2CJ7UaYy4JwqLDIrZUI/4hqeoQieOmAZNXBeQyjo21dadnwR+8ZaIJVT8EE2iyI61OV8e6M8PP2/4hpQINQ/g==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/simplex/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><meta property="og:title" content="Ensures that the requested subset is not larger than the original object — subsetHelper"><meta property="og:description" content="Compares subset and original object sizes and eventually carries out subsetting."><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
 <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
 <![endif]--></head><body data-spy="scroll" data-target="#toc">
@@ -17,7 +17,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">dsBaseClient</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.3</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="">6.3.5-9000</span>
       </span>
     </div>
 
@@ -131,11 +131,11 @@ <h2>Examples</h2>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Stuart Wheater.</p>
+  <p></p><p>Developed by Paul Burton, Rebecca Wilson, Olly Butters, Patricia Ryser-Welch, Alex Westerberg, Leire Abarrategui, Roberto Villegas-Diaz, Demetris Avraam, Yannick Marcon, Tom Bishop, Amadou Gaye, Xavier Escribà-Montagut, Stuart Wheater.</p>
 </div>
 
 <div class="pkgdown">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.3.</p>
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.2.0.</p>
 </div>
 
       </footer></div>
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index e2d8de7e3..842ccdb57 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -6,6 +6,7 @@
 <url><loc>/reference/checkClass.html</loc></url>
 <url><loc>/reference/colPercent.html</loc></url>
 <url><loc>/reference/computeWeightedMeans.html</loc></url>
+<url><loc>/reference/dot-pool_md_patterns.html</loc></url>
 <url><loc>/reference/ds.Boole.html</loc></url>
 <url><loc>/reference/ds.abs.html</loc></url>
 <url><loc>/reference/ds.asCharacter.html</loc></url>
@@ -85,6 +86,7 @@
 <url><loc>/reference/ds.matrixInvert.html</loc></url>
 <url><loc>/reference/ds.matrixMult.html</loc></url>
 <url><loc>/reference/ds.matrixTranspose.html</loc></url>
+<url><loc>/reference/ds.mdPattern.html</loc></url>
 <url><loc>/reference/ds.mean.html</loc></url>
 <url><loc>/reference/ds.meanByClass.html</loc></url>
 <url><loc>/reference/ds.meanSdGp.html</loc></url>
diff --git a/dsBase_6.4.0.9000-permissive.tar.gz b/dsBase_6.4.0-permissive.tar.gz
similarity index 100%
rename from dsBase_6.4.0.9000-permissive.tar.gz
rename to dsBase_6.4.0-permissive.tar.gz
diff --git a/dsBase_6.4.0.9000.tar.gz b/dsBase_6.4.0.tar.gz
similarity index 100%
rename from dsBase_6.4.0.9000.tar.gz
rename to dsBase_6.4.0.tar.gz
diff --git a/dsDanger_6.3.1.tar.gz b/dsDanger_6.3.1.tar.gz
deleted file mode 100644
index 56375b808..000000000
Binary files a/dsDanger_6.3.1.tar.gz and /dev/null differ
diff --git a/dsDanger_6.3.4.tar.gz b/dsDanger_6.3.4.tar.gz
new file mode 100644
index 000000000..25ca59feb
Binary files /dev/null and b/dsDanger_6.3.4.tar.gz differ
diff --git a/inst/CITATION b/inst/CITATION
new file mode 100644
index 000000000..cf856ce67
--- /dev/null
+++ b/inst/CITATION
@@ -0,0 +1,134 @@
+bibentry("Manual",
+         other = unlist(citation(auto = meta), recursive = FALSE))
+         
+bibentry(
+  bibtype  = "Article",
+  title    = "{DataSHIELD: taking the analysis to the data, not the data to the analysis}",
+  author   = c(
+    person("Amadou", "Gaye"),  
+    person("Yannick", "Marcon"),  
+    person("Julia", "Isaeva"),  
+    person("Philippe", "{LaFlamme}"),  
+    person("Andrew", "Turner"),  
+    person("Elinor M", "Jones"),  
+    person("Joel", "Minion"),  
+    person("Andrew W", "Boyd"),  
+    person("Christopher J", "Newby"),  
+    person("Marja-Liisa", "Nuotio"),  
+    person("Rebecca", "Wilson"),  
+    person("Oliver", "Butters"),  
+    person("Barnaby", "Murtagh"),  
+    person("Ipek", "Demir"),  
+    person("Dany", "Doiron"),  
+    person("Lisette", "Giepmans"),  
+    person("Susan E", "Wallace"),  
+    person("Isabelle", "Budin-Lj{\\o}sne"),  
+    person("Carsten O.", "Schmidt"),  
+    person("Paolo", "Boffetta"),  
+    person("Mathieu", "Boniol"),  
+    person("Maria", "Bota"),  
+    person("Kim W", "Carter"),  
+    person("Nick", "{deKlerk}"),  
+    person("Chris", "Dibben"),  
+    person("Richard W", "Francis"),  
+    person("Tero", "Hiekkalinna"),  
+    person("Kristian", "Hveem"),  
+    person("Kirsti", "Kval{\\o}y"),  
+    person("Sean", "Millar"),  
+    person("Ivan J", "Perry"),  
+    person("Annette", "Peters"),  
+    person("Catherine M", "Phillips"),  
+    person("Frank", "Popham"),  
+    person("Gillian", "Raab"),  
+    person("Eva", "Reischl"),  
+    person("Nuala", "Sheehan"),  
+    person("Melanie", "Waldenberger"),  
+    person("Markus", "Perola"),  
+    person("Edwin", "{van den Heuvel}"),  
+    person("John", "Macleod"),  
+    person("Bartha M", "Knoppers"),  
+    person("Ronald P", "Stolk"),  
+    person("Isabel", "Fortier"),  
+    person("Jennifer R", "Harris"),  
+    person("Bruce H R", "Woffenbuttel"),  
+    person("Madeleine J", "Murtagh"),  
+    person("Vincent", "Ferretti"),  
+    person("Paul R", "Burton")
+  ),
+  journal  = "International Journal of Epidemiology",
+  year     = "2014",
+  volume   = "43",
+  number   = "6",
+  pages    = "1929--1944",
+  doi      = "10.1093/ije/dyu188",
+)
+
+bibentry(
+  bibtype  = "Article",
+  title    = "{DataSHIELD – New Directions and Dimensions}",
+  author   = c(
+    person("Rebecca C.", "Wilson"), 
+    person("Oliver W.", "Butters"), 
+    person("Demetris", "Avraam"), 
+    person("James", "Baker"), 
+    person("Jonathan A.", "Tedds"), 
+    person("Andrew", "Turner"), 
+    person("Madeleine", "Murtagh"), 
+    person("Paul R.", "Burton")
+  ),
+  journal  = "Data Science Journal",
+  year     = "2017",
+  volume   = "16",
+  number   = "21",
+  pages    = "1--21",
+  doi      = "10.5334/dsj-2017-021"
+)
+
+bibentry(
+  bibtype  = "Article",
+  title    = "{DataSHIELD: mitigating disclosure risk in a multi-site federated analysis platform}",
+  author   = c(
+    person("Demetris", "Avraam"),
+    person("Rebecca C", "Wilson"),
+    person("Noemi", "{Aguirre Chan}"),
+    person("Soumya", "Banerjee"), 
+    person("Tom R P", "Bishop"), 
+    person("Olly", "Butters"), 
+    person("Tim", "Cadman"), 
+    person("Luise", "Cederkvist"), 
+    person("Liesbeth", "Duijts"), 
+    person("Xavier", "{Escrib{\\a`a} Montagut}"), 
+    person("Hugh", "Garner"), 
+    person("Gon{\\c c}alo", "Gon{\\c c}alves"), 
+    person("Juan R", "Gonz{\\a'a}lez"), 
+    person("Sido", "Haakma"), 
+    person("Mette", "Hartlev"), 
+    person("Jan", "Hasenauer"), 
+    person("Manuel", "Huth"), 
+    person("Eleanor", "Hyde"), 
+    person("Vincent W V", "Jaddoe"), 
+    person("Yannick", "Marcon"), 
+    person("Michaela Th", "Mayrhofer"), 
+    person("Fruzsina", "Molnar-Gabor"), 
+    person("Andrei Scott", "Morgan"), 
+    person("Madeleine", "Murtagh"), 
+    person("Marc", "Nestor"), 
+    person("Anne-Marie", "{Nybo Andersen}"), 
+    person("Simon", "Parker"), 
+    person("Angela", "{Pinot de Moira}"), 
+    person("Florian", "Schwarz"), 
+    person("Katrine", "Strandberg-Larsen"), 
+    person("Morris A", "Swertz"), 
+    person("Marieke", "Welten"), 
+    person("Stuart", "Wheater"), 
+    person("Paul R", "Burton")
+  ),
+  journal  = "Bioinformatics Advances",
+  year     = "2024",
+  volume   = "5",
+  number   = "1",
+  pages    = "1--21",
+  doi      = "10.1093/bioadv/vbaf046",
+  editor   = person("Thomas", "Lengauer"),
+  publisher = "Oxford University Press (OUP)"
+)
diff --git a/inst/WORDLIST b/inst/WORDLIST
new file mode 100644
index 000000000..b51917533
--- /dev/null
+++ b/inst/WORDLIST
@@ -0,0 +1,307 @@
+Amongst
+BMI
+Banerjee
+Bannert
+Barros
+Bertino
+Bhutta
+Bioinformatics
+Boffetta
+Boniol
+Bota
+Bucur
+Budin
+Cadman
+Carvalho
+Cederkvist
+Chumlea
+Clientside
+Codecov
+DMT
+DSI
+DV
+DataSHIELD
+DataSHIELD's
+Demir
+Diaz
+Dibben
+Doiron
+Duijts
+Escribà
+Fenton
+Ferretti
+Forestplot
+Fortier
+GAMLSS
+GLME
+GLMEs
+Gabor
+Giepmans
+González
+Gonçalves
+Gravett
+HC
+Haakma
+Hartlev
+Hasenauer
+Heuvel
+Hiekkalinna
+Huth
+Hveem
+IDSEQ
+INTERGROWTH
+IRLS
+Isaeva
+Jaddoe
+Jaffer
+Knoppers
+Kvaløy
+LME
+LMEs
+LaFlamme
+Ljøsne
+MUAC
+Macleod
+Mayrhofer
+Millar
+Montagut
+Murtagh
+Newby
+Nuotio
+Nvalid
+Nybo
+Ohuma
+PIRLS
+PRWa
+Papageorghiou
+Perola
+Pinot
+Polychoric
+Polyserial
+Popham
+Purwar
+REstricted
+Raab
+Raphson
+Reischl
+Rigby
+Roption
+Ryser
+SDS
+SDs
+SLMA
+SSF
+SURVTIME
+Schwarz
+Serverside
+Sheehan
+Stasinopoulos
+Stolk
+Strandberg
+Swertz
+TSF
+Tedds
+UID
+VarCovMatrix
+Victora
+Villar
+Villegas
+Waldenberger
+Welch
+Welten
+Woffenbuttel
+Zbp
+ag
+aic
+analyse
+analysed
+analysing
+anonymised
+anthropometric
+asFactor
+asFactorDS
+asFactorSimple
+asFactorSimpleDS
+behaviour
+bfa
+bp
+byrow
+casewise
+categorising
+cbind
+cbinded
+centile
+centiles
+centre
+characterised
+chisq
+clientside
+cov
+crit
+cvar
+cyc
+dataFrameSort
+dataframefill
+datashield
+datasource
+datasources
+de
+deKlerk
+defaultMethod
+df
+disclosive
+discriminative
+dmt
+dmtC
+docx
+doi
+ds
+dsBase
+eg
+elspline
+exponentials
+extractQuantile
+extractQuantiles
+extractQuantilesDS
+forestplot
+gamlss
+gamlssDS
+gd
+getOpals
+ggplot
+glim
+glm
+glmPredict
+glmPredict's
+glmPredictDS
+glmSLMA
+glmSLMADS
+glmSummary
+glmSummaryDS
+glmer
+glmerMod
+glms
+hbp
+hca
+hcircm
+hetcor
+heterogenous
+hfa
+https
+ie
+igb
+imputationSet
+intergrowth
+iter
+kendall
+labelled
+lencm
+lfa
+listOpals
+listOpalsIreminds
+lme
+lmer
+lmerMod
+loess
+lspline
+maximises
+meanByClass
+metafor
+mfa
+miceDS
+mids
+modelled
+modelling
+na
+namesDS
+ncol
+ncols
+nearPD
+neighbour
+neighbours
+newObj
+newdata
+newdataname
+newobj
+nfilter
+nhlbi
+nih
+normalised
+nrows
+ns
+obiba
+optimisation
+organised
+panelaggregation
+parametrise
+patho
+pb
+pearson
+ped
+penalised
+perc
+poisson
+polychoric
+polyserial
+pre
+predictorMatrix
+probs
+pseudodata
+pseudorandom
+qlspline
+quasipoisson
+rBinom
+rNorm
+rPois
+rUnif
+ra
+ranksSecure
+ranksSecureDS
+rbinded
+recodeValues
+recognise
+recognised
+releasers
+resid
+rvar
+sampleDS
+se
+serverside
+setDefaultOpals
+setSeedDS
+skinfold
+skinfolds
+sortkey
+spearman
+ssa
+standardised
+stringShort
+studyside
+studysideMessages
+stvar
+subClasses
+subsetByClass
+subsetObject
+summarised
+summarises
+tapply
+th
+tibble
+tol
+tsa
+unlist
+useNA
+vals
+vectorcalc
+visualise
+visualised
+wfa
+wfh
+wfl
+wlr
+wtkg
+www
+xlevels
+xyz
+zscore
+zscores
diff --git a/man/computeWeightedMeans.Rd b/man/computeWeightedMeans.Rd
index 0b8b0879f..c1f9bfc15 100644
--- a/man/computeWeightedMeans.Rd
+++ b/man/computeWeightedMeans.Rd
@@ -15,6 +15,9 @@ computeWeightedMeans(data_table, variables, weight, by)
 
 \item{by}{character vector of the columns to group by}
 }
+\value{
+Returns a data table object with computed weighted means.
+}
 \description{
 This function is originally from the panelaggregation package.
 It has been ported here in order to bypass the package being
@@ -23,3 +26,4 @@ kicked off CRAN.
 \author{
 Matthias Bannert, Gabriel Bucur
 }
+\keyword{internal}
diff --git a/man/dot-pool_md_patterns.Rd b/man/dot-pool_md_patterns.Rd
new file mode 100644
index 000000000..baabf3e92
--- /dev/null
+++ b/man/dot-pool_md_patterns.Rd
@@ -0,0 +1,20 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/ds.mdPattern.R
+\name{.pool_md_patterns}
+\alias{.pool_md_patterns}
+\title{Pool missing data patterns across studies}
+\usage{
+.pool_md_patterns(patterns_list, study_names)
+}
+\arguments{
+\item{patterns_list}{List of pattern matrices from each study}
+
+\item{study_names}{Names of the studies}
+}
+\value{
+Pooled pattern matrix
+}
+\description{
+Internal function to pool md.pattern results from multiple studies
+}
+\keyword{internal}
diff --git a/man/ds.asFactor.Rd b/man/ds.asFactor.Rd
index c412df383..24125632b 100644
--- a/man/ds.asFactor.Rd
+++ b/man/ds.asFactor.Rd
@@ -95,7 +95,7 @@ If we set the argument \code{fixed.dummy.vars = TRUE},
 \code{baseline.level = 1} and \code{forced.factor.levels = c(1,2,3,4,5)}. 
 The input vector is converted to the following matrix of dummy variables: 
 
-\tabular{rrrrr}{
+\tabular{rrrr}{
   \strong{DV2} \tab \strong{DV3} \tab \strong{DV4} \tab \strong{DV5} \cr
     0   \tab  0  \tab  0  \tab  0\cr
     1   \tab  0  \tab  0  \tab  0\cr
diff --git a/man/ds.asNumeric.Rd b/man/ds.asNumeric.Rd
index a07204c18..9928942a5 100644
--- a/man/ds.asNumeric.Rd
+++ b/man/ds.asNumeric.Rd
@@ -32,7 +32,7 @@ This function is based on the native R function \code{as.numeric}.
 This function is based on the native R function \code{as.numeric}.
 However, it behaves differently with some specific classes of variables. For example, if the input 
 object is of class factor, it first converts its values into characters and then convert those to
-numerics. This behavior is important for the case where the input object is of class factor having
+numerics. This behaviour is important for the case where the input object is of class factor having
 numbers as levels. In that case, the native R 
 \code{as.numeric} function returns the underlying level codes and not the values as numbers. 
 For example \code{as.numeric} in R converts the factor vector: \cr
diff --git a/man/ds.colnames.Rd b/man/ds.colnames.Rd
index e73910812..9460a567f 100644
--- a/man/ds.colnames.Rd
+++ b/man/ds.colnames.Rd
@@ -9,20 +9,20 @@ ds.colnames(x = NULL, datasources = NULL)
 \arguments{
 \item{x}{a character string providing the name of the input data frame or matrix.}
 
-\item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. 
+\item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login.
 If the \code{datasources} argument is not specified
 the default set of connections will be used: see \code{\link[DSI]{datashield.connections_default}}.}
 }
 \value{
-\code{ds.colnames} returns the column names of 
+\code{ds.colnames} returns the column names of
 the specified server-side data frame or matrix.
 }
 \description{
-Retrieves column names of an R object on the server-side.  
+Retrieves column names of an R object on the server-side.
 This function is similar to R function \code{colnames}.
 }
 \details{
-The input is restricted to the object of type \code{data.frame} or \code{matrix}. 
+The input is restricted to the object of type \code{data.frame} or \code{matrix}.
 
 Server function called: \code{colnamesDS}
 }
@@ -37,28 +37,28 @@ Server function called: \code{colnamesDS}
   require('dsBaseClient')
 
   builder <- DSI::newDSLoginBuilder()
-  builder$append(server = "study1", 
-                 url = "http://192.168.56.100:8080/", 
-                 user = "administrator", password = "datashield_test&", 
+  builder$append(server = "study1",
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
                  table = "CNSIM.CNSIM1", driver = "OpalDriver")
-  builder$append(server = "study2", 
-                 url = "http://192.168.56.100:8080/", 
-                 user = "administrator", password = "datashield_test&", 
+  builder$append(server = "study2",
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
                  table = "CNSIM.CNSIM2", driver = "OpalDriver")
   builder$append(server = "study3",
-                 url = "http://192.168.56.100:8080/", 
-                 user = "administrator", password = "datashield_test&", 
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
                  table = "CNSIM.CNSIM3", driver = "OpalDriver")
   logindata <- builder$build()
-  
+
   # Log onto the remote Opal training servers
-  connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D") 
+  connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
 
   # Getting column names of the R objects stored in the server-side
   ds.colnames(x = "D",
               datasources = connections[1]) #only the first server ("study1") is used
   # Clear the Datashield R sessions and logout
-  datashield.logout(connections) 
+  datashield.logout(connections)
 }
 }
 \seealso{
diff --git a/man/ds.corTest.Rd b/man/ds.corTest.Rd
index fac90553f..6277df16a 100644
--- a/man/ds.corTest.Rd
+++ b/man/ds.corTest.Rd
@@ -24,7 +24,7 @@ used for the test. One of "pearson", "kendall", or "spearman", can be abbreviate
 Default is set to "pearson".}
 
 \item{exact}{a logical indicating whether an exact p-value should be computed. Used for
-Kendall's tau and Spearman's rho. See ‘Details’ of R stats function \code{cor.test} for
+Kendall's tau and Spearman's rho. See \emph{Details} of R stats function \code{cor.test} for
 the meaning of NULL (the default).}
 
 \item{conf.level}{confidence level for the returned confidence interval. Currently
diff --git a/man/ds.dataFrameSubset.Rd b/man/ds.dataFrameSubset.Rd
index 58b557fe5..4d2afc18d 100644
--- a/man/ds.dataFrameSubset.Rd
+++ b/man/ds.dataFrameSubset.Rd
@@ -18,7 +18,7 @@ ds.dataFrameSubset(
 )
 }
 \arguments{
-\item{df.name}{a character string providing the name of the data frame to be subseted.}
+\item{df.name}{a character string providing the name of the data frame to be subset.}
 
 \item{V1.name}{A character string specifying the name of the vector 
 to which the Boolean operator is to be applied to define the subset.
diff --git a/man/ds.dmtC2S.Rd b/man/ds.dmtC2S.Rd
index 4453cf73a..51ef6a964 100644
--- a/man/ds.dmtC2S.Rd
+++ b/man/ds.dmtC2S.Rd
@@ -23,7 +23,7 @@ that will be the dataset used by default if no other dataset is specified. If yo
 wish to change the connections you wish to use by default the call
 datashield.connections_default('opals.a') will set 'default.connections'
 to be 'opals.a' and so in the absence of specific instructions to the contrary
-(e.g. by specifiying a particular dataset to be used via the <datasources>
+(e.g. by specifying a particular dataset to be used via the <datasources>
 argument) all subsequent function calls will be to the datasets held in opals.a.
 If the <datasources> argument is specified, it should be set without
 inverted commas: e.g. datasources=opals.a or datasources=default.connections.
diff --git a/man/ds.elspline.Rd b/man/ds.elspline.Rd
index e6e32197a..d7f20819d 100644
--- a/man/ds.elspline.Rd
+++ b/man/ds.elspline.Rd
@@ -19,7 +19,7 @@ ds.elspline(
 \item{n}{integer greater than 2, knots are computed such that they cut n equally-spaced
 intervals along the range of x}
 
-\item{marginal}{logical, how to parametrize the spline, see Details}
+\item{marginal}{logical, how to parametrise the spline, see Details}
 
 \item{names}{character, vector of names for constructed variables}
 
diff --git a/man/ds.forestplot.Rd b/man/ds.forestplot.Rd
index 6ce3d54c6..66606601d 100644
--- a/man/ds.forestplot.Rd
+++ b/man/ds.forestplot.Rd
@@ -7,10 +7,10 @@
 ds.forestplot(mod, variable = NULL, method = "ML", layout = "JAMA")
 }
 \arguments{
-\item{mod}{\code{list} List outputed by any of the SLMA models of DataSHIELD (\code{ds.glmerSLMA}, 
+\item{mod}{\code{list} List outputted by any of the SLMA models of DataSHIELD (\code{ds.glmerSLMA}, 
 \code{ds.glmSLMA}, \code{ds.lmerSLMA})}
 
-\item{variable}{\code{character} (default \code{NULL}) Variable to meta-analyze and visualize, by setting this 
+\item{variable}{\code{character} (default \code{NULL}) Variable to meta-analyse and visualise, by setting this 
 argument to \code{NULL} (default) the first independent variable will be used.}
 
 \item{method}{\code{character} (Default \code{"ML"}) Method to estimate the between study variance. 
@@ -19,8 +19,11 @@ See details from \code{?meta::metagen} for the different options.}
 \item{layout}{\code{character} (default \code{"JAMA"}) Layout of the plot. 
 See details from \code{?meta::metagen} for the different options.}
 }
+\value{
+Results a foresplot object created with `meta::forest`.
+}
 \description{
-Draws a foresplot of the coefficients for Study-Level Meta-Analysis performed with
+Draws a forestplot of the coefficients for Study-Level Meta-Analysis performed with
 DataSHIELD
 }
 \examples{
diff --git a/man/ds.glmPredict.Rd b/man/ds.glmPredict.Rd
index e156e6c97..32e5c9f5d 100644
--- a/man/ds.glmPredict.Rd
+++ b/man/ds.glmPredict.Rd
@@ -87,7 +87,7 @@ that will be the dataset used by default if no other dataset is specified. If yo
 wish to change the connections you wish to use by default the call
 datashield.connections_default('opals.a') will set 'default.connections'
 to be 'opals.a' and so in the absence of specific instructions to the contrary
-(e.g. by specifiying a particular dataset to be used via the <datasources>
+(e.g. by specifying a particular dataset to be used via the <datasources>
 argument) all subsequent function calls will be to the datasets held in opals.a.
 If the <datasources> argument is specified, it should be set without
 inverted commas: e.g. datasources=opals.a or datasources=default.connections.
@@ -114,7 +114,7 @@ the output always includes: the name of the serverside glm object being predicte
 the name - if one was specified - of the dataframe being used as the basis for predictions,
 the output.type specified ('link', 'response' or 'terms'), the value of the
 dispersion parameter if one had been specified and the residual scale parameter (which is
-multipled by sqrt(dispersion parameter) if one has been set). If output.type = 'terms',
+multiplied by sqrt(dispersion parameter) if one has been set). If output.type = 'terms',
 the summary statistics for the fit and se.fit vectors are replaced by equivalent
 summary statistics for each column in fit and se.fit matrices which each have k columns
 if k terms are being summarised.
diff --git a/man/ds.glmSLMA.Rd b/man/ds.glmSLMA.Rd
index e15e2437e..64bd77dd7 100644
--- a/man/ds.glmSLMA.Rd
+++ b/man/ds.glmSLMA.Rd
@@ -172,7 +172,7 @@ them into their meta-analysis package of choice.
 
 \code{is.object.created} and \code{validity.check} are standard
 items returned by an assign function when the designated newobj appears to have
-been successfuly created on the serverside at each study. This output is
+been successfully created on the serverside at each study. This output is
 produced specifically by the assign function \code{glmSLMADS.assign} that writes
 out the glm object on the serverside
 }
diff --git a/man/ds.glmSummary.Rd b/man/ds.glmSummary.Rd
index d7906d311..897dbae90 100644
--- a/man/ds.glmSummary.Rd
+++ b/man/ds.glmSummary.Rd
@@ -24,7 +24,7 @@ that will be the dataset used by default if no other dataset is specified. If yo
 wish to change the connections you wish to use by default the call
 datashield.connections_default('opals.a') will set 'default.connections'
 to be 'opals.a' and so in the absence of specific instructions to the contrary
-(e.g. by specifiying a particular dataset to be used via the <datasources>
+(e.g. by specifying a particular dataset to be used via the <datasources>
 argument) all subsequent function calls will be to the datasets held in opals.a.
 If the <datasources> argument is specified, it should be set without
 inverted commas: e.g. datasources=opals.a or datasources=default.connections.
diff --git a/man/ds.igb_standards.Rd b/man/ds.igb_standards.Rd
index 499220a21..e9ab20f51 100644
--- a/man/ds.igb_standards.Rd
+++ b/man/ds.igb_standards.Rd
@@ -54,11 +54,19 @@ For gestational ages between 24 and 33 weeks, the INTERGROWTH very early preterm
 standard is used.
 }
 \references{
-International standards for newborn weight, length, and head circumference by 
-gestational age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st Project
-Villar, José et al. The Lancet, Volume 384, Issue 9946, 857-868
-INTERGROWTH-21st very preterm size at birth reference charts. Lancet 2016 
-doi.org/10.1016/S0140-6736(16) 00384-6. Villar, José et al.
+\itemize{
+ \item Villar, J., Ismail, L.C., Victora, C.G., Ohuma, E.O., Bertino, E., 
+ Altman, D.G., Lambert, A., Papageorghiou, A.T., Carvalho, M., Jaffer, Y.A., 
+ Gravett, M.G., Purwar, M., Frederick, I.O., Noble, A.J., Pang, R., Barros, 
+ F.C., Chumlea, C., Bhutta, Z.A., Kennedy, S.H., 2014. International 
+ standards for newborn weight, length, and head circumference by gestational 
+ age and sex: the Newborn Cross-Sectional Study of the INTERGROWTH-21st 
+ Project. The Lancet 384, 857--868. https://doi.org/10.1016/S0140-6736(14)60932-6
+ \item Villar, J., Giuliani, F., Fenton, T.R., Ohuma, E.O., Ismail, L.C., 
+ Kennedy, S.H., 2016. INTERGROWTH-21st very preterm size at birth reference 
+ charts. The Lancet 387, 844--845. https://doi.org/10.1016/S0140-6736(16)00384-6
+ 
+}
 }
 \author{
 Demetris Avraam for DataSHIELD Development Team
diff --git a/man/ds.ls.Rd b/man/ds.ls.Rd
index e1b5d324e..207af8548 100644
--- a/man/ds.ls.Rd
+++ b/man/ds.ls.Rd
@@ -13,7 +13,7 @@ ds.ls(
 }
 \arguments{
 \item{search.filter}{character string (potentially including \code{*} symbol) specifying the filter 
-for the object name that you want to find in the enviroment. For more information see \strong{Details}.}
+for the object name that you want to find in the environment. For more information see \strong{Details}.}
 
 \item{env.to.search}{an integer (e.g. in \code{2} or \code{2L} format) specifying the position
 in the search path of the environment to be explored. \code{1L} is the current active analytic
diff --git a/man/ds.lspline.Rd b/man/ds.lspline.Rd
index 0cf8e5aae..c0189ce40 100644
--- a/man/ds.lspline.Rd
+++ b/man/ds.lspline.Rd
@@ -18,7 +18,7 @@ ds.lspline(
 
 \item{knots}{numeric vector of knot positions}
 
-\item{marginal}{logical, how to parametrize the spline, see Details}
+\item{marginal}{logical, how to parametrise the spline, see Details}
 
 \item{names}{character, vector of names for constructed variables}
 
diff --git a/man/ds.matrix.Rd b/man/ds.matrix.Rd
index b2928c3ed..d60a91832 100644
--- a/man/ds.matrix.Rd
+++ b/man/ds.matrix.Rd
@@ -18,7 +18,7 @@ ds.matrix(
 \arguments{
 \item{mdata}{a character string specifying
 the name of a server-side scalar or vector. Also, a numeric value representing a
-scalar specified from the client-side can be speficied. 
+scalar specified from the client-side can be specified 
 Zeros, negative values and NAs are all allowed.
 For more information see \strong{Details}.}
 
diff --git a/man/ds.matrixDiag.Rd b/man/ds.matrixDiag.Rd
index 84fdba387..268e5148c 100644
--- a/man/ds.matrixDiag.Rd
+++ b/man/ds.matrixDiag.Rd
@@ -15,7 +15,7 @@ ds.matrixDiag(
 \arguments{
 \item{x1}{a character string specifying
 the name of a server-side scalar or vector. Also, a numeric value or vector
-specified from the client-side can be speficied. This argument depends 
+specified from the client-side can be specified. This argument depends 
 on the value specified in \code{aim}.
 For more information see \strong{Details}.}
 
diff --git a/man/ds.mdPattern.Rd b/man/ds.mdPattern.Rd
new file mode 100644
index 000000000..b1bacc0b1
--- /dev/null
+++ b/man/ds.mdPattern.Rd
@@ -0,0 +1,126 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/ds.mdPattern.R
+\name{ds.mdPattern}
+\alias{ds.mdPattern}
+\title{Display missing data patterns with disclosure control}
+\usage{
+ds.mdPattern(x = NULL, type = "split", datasources = NULL)
+}
+\arguments{
+\item{x}{a character string specifying the name of a data frame or matrix on the 
+server-side containing the data to analyze.}
+
+\item{type}{a character string specifying the output type. If 'split' (default), 
+returns separate patterns for each study. If 'combine', attempts to pool patterns 
+across studies.}
+
+\item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained 
+after login. If the \code{datasources} argument is not specified, the default set of 
+connections will be used: see \code{\link[DSI]{datashield.connections_default}}.}
+}
+\value{
+For type='split': A list with one element per study, each containing:
+\describe{
+  \item{pattern}{The missing data pattern matrix for that study}
+  \item{valid}{Logical indicating if all patterns meet disclosure requirements}
+  \item{message}{A message describing the validity status}
+}
+
+For type='combine': A list containing:
+\describe{
+  \item{pattern}{The pooled missing data pattern matrix across all studies}
+  \item{valid}{Logical indicating if all pooled patterns meet disclosure requirements}
+  \item{message}{A message describing the validity status}
+}
+}
+\description{
+This function is a client-side wrapper for the server-side mdPatternDS
+function. It generates a missing data pattern matrix similar to mice::md.pattern but
+with disclosure control applied to prevent revealing small cell counts.
+}
+\details{
+The function calls the server-side mdPatternDS function which uses
+mice::md.pattern to analyze missing data patterns. Patterns with counts below the 
+disclosure threshold (default: nfilter.tab = 3) are suppressed to maintain privacy.
+
+\strong{Output Format:}
+- Each row represents a missing data pattern
+- Pattern counts are shown in row names (e.g., "150", "25")
+- Columns show 1 if the variable is observed, 0 if missing
+- Last column shows the total number of missing values per pattern
+- Last row shows the total number of missing values per variable
+
+\strong{Disclosure Control:}
+
+Suppressed patterns (count below threshold) are indicated by:
+- Row name: "suppressed(<N>)" where N is the threshold
+- All pattern values set to NA
+- Summary row also suppressed to prevent back-calculation
+
+\strong{Pooling Behavior (type='combine'):}
+
+When pooling across studies, the function uses a \emph{conservative approach} 
+for disclosure control:
+
+1. Identifies identical missing patterns across studies
+2. \strong{EXCLUDES suppressed patterns from pooling} - patterns suppressed in 
+   ANY study are not included in the pooled count
+3. Sums counts only for non-suppressed identical patterns
+4. Re-validates pooled counts against disclosure threshold
+
+\strong{Important:} This conservative approach means:
+- Pooled counts may be \emph{underestimates} if some studies had suppressed patterns
+- This prevents disclosure through subtraction (e.g., if study A shows count=5 
+  and pool shows count=7, one could deduce study B has count=2, violating disclosure)
+- Different patterns across studies are preserved separately in the pooled result
+}
+\examples{
+\dontrun{
+ ## Version 6, for version 5 see the Wiki
+
+  # Connecting to the Opal servers
+
+  require('DSI')
+  require('DSOpal')
+  require('dsBaseClient')
+
+  builder <- DSI::newDSLoginBuilder()
+  builder$append(server = "study1",
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
+                 table = "CNSIM.CNSIM1", driver = "OpalDriver")
+  builder$append(server = "study2",
+                 url = "http://192.168.56.100:8080/",
+                 user = "administrator", password = "datashield_test&",
+                 table = "CNSIM.CNSIM2", driver = "OpalDriver")
+  logindata <- builder$build()
+
+  connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
+
+  # Get missing data patterns for each study separately
+  patterns_split <- ds.mdPattern(x = "D", type = "split", datasources = connections)
+
+  # View results for study1
+  print(patterns_split$study1$pattern)
+  #      var1 var2 var3
+  # 150    1    1    1  0    <- 150 obs complete
+  #  25    0    1    1  1    <- 25 obs missing var1
+  #       25    0    0 25    <- Summary: 25 missing per variable
+
+  # Get pooled missing data patterns across studies
+  patterns_pooled <- ds.mdPattern(x = "D", type = "combine", datasources = connections)
+  print(patterns_pooled$pattern)
+
+  # Example with suppressed patterns:
+  # If study1 has a pattern with count=2 (suppressed) and study2 has same pattern 
+  # with count=5 (valid), the pooled result will show count=5 (conservative approach)
+  # A warning will indicate: "Pooled counts may underestimate the true total"
+
+  # Clear the Datashield R sessions and logout
+  datashield.logout(connections)
+}
+
+}
+\author{
+Xavier Escribà montagut for DataSHIELD Development Team
+}
diff --git a/man/ds.ns.Rd b/man/ds.ns.Rd
index 910511729..28ffaaa04 100644
--- a/man/ds.ns.Rd
+++ b/man/ds.ns.Rd
@@ -55,7 +55,7 @@ a basis matrix for representing the family of piecewise-cubic splines with the s
 sequence of interior knots, and the natural boundary conditions. These enforce the constraint
 that the function is linear beyond the boundary knots, which can either be supplied or default
 to the extremes of the data.
-A primary use is in modeling formula to directly specify a natural spline term in a model.
+A primary use is in modelling formula to directly specify a natural spline term in a model.
 }
 \author{
 Demetris Avraam for DataSHIELD Development Team
diff --git a/man/ds.qlspline.Rd b/man/ds.qlspline.Rd
index 93460e65a..003f6b3ad 100644
--- a/man/ds.qlspline.Rd
+++ b/man/ds.qlspline.Rd
@@ -23,7 +23,7 @@ intervals along x or a vector of numbers in (0; 1) specifying the quantiles expl
 \item{na.rm}{logical, whether NA should be removed when calculating quantiles, passed
 to na.rm of quantile. Default set to TRUE}
 
-\item{marginal}{logical, how to parametrize the spline, see Details}
+\item{marginal}{logical, how to parametrise the spline, see Details}
 
 \item{names}{character, vector of names for constructed variables}
 
diff --git a/man/ds.ranksSecure.Rd b/man/ds.ranksSecure.Rd
index 3fd8ed8eb..294a754f7 100644
--- a/man/ds.ranksSecure.Rd
+++ b/man/ds.ranksSecure.Rd
@@ -51,7 +51,7 @@ is usually the setting to use. But, if there is some abnormal configuration
 of the clusters of values that are being ranked such that some values are
 treated as being missing and the processing stops, then setting
 generate.quantiles to FALSE allows the generation of ranks to complete so
-they can then be used for non-parameteric analysis, even if the key values
+they can then be used for non-parametric analysis, even if the key values
 cannot be estimated. A real example of an unusual configuration was in a
 reasonably large dataset of survival times, where a substantial proportion
 of survival profiles were censored at precisely 10 years. This meant that
@@ -181,7 +181,7 @@ occurred.
 }
 \description{
 Securely generate the ranks of a numeric vector and estimate
-true qlobal quantiles across all data sources simultaneously
+true global quantiles across all data sources simultaneously
 }
 \details{
 ds.ranksSecure is a clientside function which calls a series of
diff --git a/man/ds.recodeValues.Rd b/man/ds.recodeValues.Rd
index 5ebe1f675..6b775bc9d 100644
--- a/man/ds.recodeValues.Rd
+++ b/man/ds.recodeValues.Rd
@@ -52,7 +52,7 @@ them to a matched set of alternative specified values.
 This function recodes individual values with new individual values. This can
 apply to numeric and character values, factor levels and NAs. One particular use of
 \code{ds.recodeValues} is to convert NAs to an explicit value. This value is specified
-in the argument \code{missing}. If tthe user want to recode only missing values, then it
+in the argument \code{missing}. If the user want to recode only missing values, then it
 should also specify an identical vector of values in both arguments \code{values2replace.vector}
 and \code{new.values.vector} (see Example 2 below).
 Server function called: \code{recodeValuesDS}
diff --git a/man/ds.sample.Rd b/man/ds.sample.Rd
index 3cd49b75c..cceb1236d 100644
--- a/man/ds.sample.Rd
+++ b/man/ds.sample.Rd
@@ -141,7 +141,7 @@ but they join the sample in random order. By sorting the output object (in this
 case with the default name 'newobj.sample) using ds.dataFrameSort with the
 'sampling.order' vector as the sort key, the output object is rendered
 equivalent to PRWa but with the rows randomly permuted (so the column reflecting
-the vector 'sample.order' now runs from 1:length of obejct, while the
+the vector 'sample.order' now runs from 1:length of object, while the
 column reflecting 'ID.seq' denoting the original order is now randomly ordered.
 If you need to return to the original order you can simply us ds.dataFrameSort
 again using the column reflecting 'ID.seq' as the sort key:
diff --git a/man/ds.scatterPlot.Rd b/man/ds.scatterPlot.Rd
index bbcfa5b5d..798c08447 100644
--- a/man/ds.scatterPlot.Rd
+++ b/man/ds.scatterPlot.Rd
@@ -27,7 +27,7 @@ This argument can be set as \code{'deteministic'} or \code{'probabilistic'}.
 Default \code{'deteministic'}. 
 For more information see \strong{Details}.}
 
-\item{k}{the number of the nearest neighbors  for which their centroid is calculated.
+\item{k}{the number of the nearest neighbours  for which their centroid is calculated.
 Default 3. 
 For more information see \strong{Details}.}
 
@@ -60,7 +60,7 @@ As the generation of a scatter plot from original data is disclosive and is not
 permitted in DataSHIELD, this function allows the user to plot non-disclosive scatter plots.
 
 If the argument \code{method} is set to \code{'deterministic'}, the server-side function searches
-for the \code{k-1} nearest neighbors of each single data point and calculates the centroid 
+for the \code{k-1} nearest neighbours of each single data point and calculates the centroid 
 of such \code{k} points. 
 The proximity is defined by the minimum Euclidean distances of z-score transformed data.
 
diff --git a/man/ds.sqrt.Rd b/man/ds.sqrt.Rd
index b42ecaedb..638d26a5f 100644
--- a/man/ds.sqrt.Rd
+++ b/man/ds.sqrt.Rd
@@ -71,7 +71,6 @@ specified by the user through the argument \code{newobj}, otherwise is named by
   # and get their square roots
   ds.make(toAssign='rep((1:10)^2, times=10)', newobj='squares.vector', datasources=connections)
   ds.sqrt(x='squares.vector', newobj='sqrt.vector', datasources=connections)
-  # check the behavior of that operation by comparing the tables of squares.vector and sqrt.vector
   ds.table(rvar='squares.vector')$output.list$TABLE_rvar.by.study_counts
   ds.table(rvar='sqrt.vector')$output.list$TABLE_rvar.by.study_counts
 
diff --git a/man/ds.subset.Rd b/man/ds.subset.Rd
new file mode 100644
index 000000000..2b2d91b99
--- /dev/null
+++ b/man/ds.subset.Rd
@@ -0,0 +1,109 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/ds.subset.R
+\name{ds.subset}
+\alias{ds.subset}
+\title{Generates a valid subset of a table or a vector}
+\usage{
+ds.subset(
+  x = NULL,
+  subset = "subsetObject",
+  completeCases = FALSE,
+  rows = NULL,
+  cols = NULL,
+  logicalOperator = NULL,
+  threshold = NULL,
+  datasources = NULL
+)
+}
+\arguments{
+\item{x}{a character, the name of the dataframe or the factor vector and the range of the subset.}
+
+\item{subset}{the name of the output object, a list that holds the subset object. If set to NULL
+the default name of this list is 'subsetObject'}
+
+\item{completeCases}{a character that tells if only complete cases should be included or not.}
+
+\item{rows}{a vector of integers, the indices of the rows to extract.}
+
+\item{cols}{a vector of integers or a vector of characters; the indices of the columns to extract or their names.}
+
+\item{logicalOperator}{a boolean, the logical parameter to use if the user wishes to subset a vector using a logical
+operator. This parameter is ignored if the input data is not a vector.}
+
+\item{threshold}{a numeric, the threshold to use in conjunction with the logical parameter. This parameter is ignored
+if the input data is not a vector.}
+
+\item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
+the default set of connections will be used: see \link[DSI]{datashield.connections_default}.}
+}
+\value{
+no data are return to the user, the generated subset dataframe is stored on the server side.
+}
+\description{
+The function uses the R classical subsetting with squared brackets '[]' and allows also to
+subset using a logical operator and a threshold. The object to subset from must be a vector (factor, numeric
+or character) or a table (data.frame or matrix).
+}
+\details{
+(1) If the input data is a table the user specifies the rows and/or columns to include in the subset; the columns can be
+referred to by their names. Table subsetting can also be done using the name of a variable and a threshold (see example 3).
+(2) If the input data is a vector and the parameters 'rows', 'logical' and 'threshold' are all provided the last two are ignored
+(i.e. 'rows' has precedence over the other two parameters then).
+IMPORTANT NOTE: If the requested subset is not valid (i.e. contains less than the allowed number of observations) all the values are
+turned into missing values (NA). Hence an invalid subset is indicated by the fact that all values within it are set to NA.
+}
+\examples{
+\dontrun{
+
+  # load the login data
+  data(logindata)
+
+  # login and assign some variables to R
+  myvar <- list("DIS_DIAB","PM_BMI_CONTINUOUS","LAB_HDL", "GENDER")
+  conns <- datashield.login(logins=logindata,assign=TRUE,variables=myvar)
+
+  # Example 1: generate a subset of the assigned dataframe (by default the table is named 'D')
+  # with complete cases only
+  ds.subset(x='D', subset='subD1', completeCases=TRUE)
+  # display the dimensions of the initial table ('D') and those of the subset table ('subD1')
+  ds.dim('D')
+  ds.dim('subD1')
+
+  # Example 2: generate a subset of the assigned table (by default the table is named 'D')
+  # with only the variables
+  # DIS_DIAB' and'PM_BMI_CONTINUOUS' specified by their name.
+  ds.subset(x='D', subset='subD2', cols=c('DIS_DIAB','PM_BMI_CONTINUOUS'))
+
+  # Example 3: generate a subset of the table D with bmi values greater than or equal to 25.
+  ds.subset(x='D', subset='subD3', logicalOperator='PM_BMI_CONTINUOUS>=', threshold=25)
+
+  # Example 4: get the variable 'PM_BMI_CONTINUOUS' from the dataframe 'D' and generate a
+  # subset bmi
+  # vector with bmi values greater than or equal to 25
+  ds.assign(toAssign='D$PM_BMI_CONTINUOUS', newobj='BMI')
+  ds.subset(x='BMI', subset='BMI25plus', logicalOperator='>=', threshold=25)
+
+  # Example 5: subsetting by rows:
+  # get the logarithmic values of the variable 'lab_hdl' and generate a subset with
+  # the first 50 observations of that new vector. If the specified number of row is
+  # greater than the total
+  # number of rows in any of the studies the process will stop.
+  ds.assign(toAssign='log(D$LAB_HDL)', newobj='logHDL')
+  ds.subset(x='logHDL', subset='subLAB_HDL', rows=c(1:50))
+  # now get a subset of the table 'D' with just the 100 first observations
+  ds.subset(x='D', subset='subD5', rows=c(1:100))
+
+  # clear the Datashield R sessions and logout
+  datashield.logout(conns)
+
+}
+
+}
+\seealso{
+\link{ds.subsetByClass} to subset by the classes of factor vector(s).
+
+\link{ds.meanByClass} to compute mean and standard deviation across categories of a factor vectors.
+}
+\author{
+Gaye, A.
+}
diff --git a/man/ds.subsetByClass.Rd b/man/ds.subsetByClass.Rd
new file mode 100644
index 000000000..fe372adb8
--- /dev/null
+++ b/man/ds.subsetByClass.Rd
@@ -0,0 +1,80 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/ds.subsetByClass.R
+\name{ds.subsetByClass}
+\alias{ds.subsetByClass}
+\title{Generates valid subset(s) of a data frame or a factor}
+\usage{
+ds.subsetByClass(
+  x = NULL,
+  subsets = "subClasses",
+  variables = NULL,
+  datasources = NULL
+)
+}
+\arguments{
+\item{x}{a character, the name of the dataframe or the vector to generate subsets from.}
+
+\item{subsets}{the name of the output object, a list that holds the subset objects. If set to NULL
+the default name of this list is 'subClasses'.}
+
+\item{variables}{a vector of string characters, the name(s) of the variables to subset by.}
+
+\item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
+the default set of connections will be used: see \link[DSI]{datashield.connections_default}.}
+}
+\value{
+a no data are return to the user but messages are printed out.
+}
+\description{
+The function takes a categorical variable or a data frame as input and generates
+subset(s)  variables or data frames for each category.
+}
+\details{
+If the input data object is a data frame it is possible to specify  the variables
+to subset on. If a subset is not 'valid' all its the values are reported as missing (i.e. NA),
+the name of the subsets is labelled with the suffix '_INVALID'. Subsets are considered invalid if
+the number of observations it holds are between 1 and the threshold allowed by the data owner. if
+a subset is empty (i.e. no entries) the name of the subset is labelled with the suffix '_EMPTY'.
+}
+\examples{
+\dontrun{
+
+  # load the login data
+  data(logindata)
+
+  # login and assign some variables to R
+  myvar <- list('DIS_DIAB','PM_BMI_CONTINUOUS','LAB_HDL', 'GENDER')
+  conns <- datashield.login(logins=logindata,assign=TRUE,variables=myvar)
+
+  # Example 1: generate all possible subsets from the table assigned above (one subset table
+  # for each class in each factor)
+  ds.subsetByClass(x='D', subsets='subclasses')
+  # display the names of the subset tables that were generated in each study
+  ds.names('subclasses')
+
+  # Example 2: subset the table initially assigned by the variable 'GENDER'
+  ds.subsetByClass(x='D', subsets='subtables', variables='GENDER')
+  # display the names of the subset tables that were generated in each study
+  ds.names('subtables')
+
+  # Example 3: generate a new variable 'gender' and split it into two vectors: males
+  # and females
+  ds.assign(toAssign='D$GENDER', newobj='gender')
+  ds.subsetByClass(x='gender', subsets='subvectors')
+  # display the names of the subset vectors that were generated in each study
+  ds.names('subvectors')
+
+  # clear the Datashield R sessions and logout
+  datashield.logout(conns)
+
+}
+
+}
+\seealso{
+\link{ds.meanByClass} to compute mean and standard deviation across categories of a factor vectors.
+
+\link{ds.subset} to subset by complete cases (i.e. removing missing values), threshold, columns and rows.
+}
+\author{
+Gaye, A.
+}
diff --git a/man/ds.table1D.Rd b/man/ds.table1D.Rd
index d480b3bb1..b79ee21ee 100644
--- a/man/ds.table1D.Rd
+++ b/man/ds.table1D.Rd
@@ -14,11 +14,11 @@ ds.table1D(
 \arguments{
 \item{x}{a character, the name of a numerical vector with discrete values - usually a factor.}
 
-\item{type}{a character which represent the type of table to ouput: pooled table or one table for each
+\item{type}{a character which represent the type of table to output: pooled table or one table for each
 data source. If \code{type} is set to 'combine', a pooled 1-dimensional table is returned; if If \code{type}
 is set to 'split' a 1-dimensional table is returned for each data source.}
 
-\item{warningMessage}{a boolean, if set to TRUE (deafult) a warning is displayed if any returned table is invalid. Warning
+\item{warningMessage}{a boolean, if set to TRUE (default) a warning is displayed if any returned table is invalid. Warning
 messages are suppressed if this parameter is set to FALSE. However the analyst can still view 'validity' information
 which are stored in the output object 'validity' - see the list of output objects.}
 
diff --git a/man/ds.table2D.Rd b/man/ds.table2D.Rd
index aec01d734..3d0e2a2c2 100644
--- a/man/ds.table2D.Rd
+++ b/man/ds.table2D.Rd
@@ -17,12 +17,12 @@ ds.table2D(
 
 \item{y}{a character, the name of a numerical vector with discrete values - usually a factor.}
 
-\item{type}{a character which represent the type of table to ouput: pooled table or one table for each
+\item{type}{a character which represent the type of table to output: pooled table or one table for each
 data source or both. If \code{type} is set to 'combine', a pooled 2-dimensional table is returned; If \code{type}
 is set to 'split' a 2-dimensional table is returned for each data source. If \code{type} is set to 'both' (default)
 a pooled 2-dimensional table plus a 2-dimensional table for each data source are returned.}
 
-\item{warningMessage}{a boolean, if set to TRUE (deafult) a warning is displayed if any returned table is invalid. Warning
+\item{warningMessage}{a boolean, if set to TRUE (default) a warning is displayed if any returned table is invalid. Warning
 messages are suppressed if this parameter is set to FALSE. However the analyst can still view 'validity' information
 which are stored in the output object 'validity' - see the list of output objects.}
 
diff --git a/man/ds.unique.Rd b/man/ds.unique.Rd
index 072510a43..61d6355bd 100644
--- a/man/ds.unique.Rd
+++ b/man/ds.unique.Rd
@@ -7,7 +7,7 @@
 ds.unique(x.name = NULL, newobj = NULL, datasources = NULL)
 }
 \arguments{
-\item{x.name}{a character string providing the name of the varable, in the server, to perform \code{unique} upon}
+\item{x.name}{a character string providing the name of the variable, in the server, to perform \code{unique} upon}
 
 \item{newobj}{a character string that provides the name for the output object
 that is stored on the data servers. Default \code{unique.newobj}.}
diff --git a/man/ds.vectorCalc.Rd b/man/ds.vectorCalc.Rd
index 6c97d344e..87d7a5dd7 100644
--- a/man/ds.vectorCalc.Rd
+++ b/man/ds.vectorCalc.Rd
@@ -26,10 +26,10 @@ server side function; it uses the R operation symbols built in DataSHIELD.
 }
 \details{
 In DataSHIELD it is possible to perform an operation on vectors by just using the relevant
-R symbols (e.g. '+' for addtion, '*' for multiplication, '-' for substraction and '/' for division).
+R symbols (e.g. '+' for addition, '*' for multiplication, '-' for subtraction and '/' for division).
 This might however be inconvenient if the number of vectors to include in the operation is large.
 This function takes the names of two or more vectors and performs the desired operation which could be
-an addition, a multiplication, a substraction or a division. If one or more vectors have a missing value
+an addition, a multiplication, a subtraction or a division. If one or more vectors have a missing value
 at any one entry (i.e. observation), the operation returns a missing value ('NA') for that entry; the output
 vectors has, hence the same length as the input vectors.
 }
diff --git a/man/glmChecks.Rd b/man/glmChecks.Rd
index af57ca542..ec482bed6 100644
--- a/man/glmChecks.Rd
+++ b/man/glmChecks.Rd
@@ -12,7 +12,7 @@ glmChecks(formula, data, offset, weights, datasources)
 \item{data}{a character, the name of an optional data frame containing the variables in
 in the \code{formula}.}
 
-\item{offset}{null or a numreric vector that can be used to specify an a priori known component to be
+\item{offset}{null or a numeric vector that can be used to specify an a priori known component to be
 included in the linear predictor during fitting.}
 
 \item{weights}{a character, the name of an optional vector of 'prior weights' to be used in the fitting
@@ -26,11 +26,11 @@ an integer 0 if check was passed and 1 if failed
 }
 \description{
 This is an internal function required by the client function \code{ds.glm}
-to verify all the variables and ensure the process does not halt inadvertanly.
+to verify all the variables and ensure the process does not halt inadvertently
 }
 \details{
 the variables are checked to ensure they are defined, not empty (i.e. are not missing
-at complete) and evantually (if 'offset' or 'weights') are of 'numeric' with non negative value
+at complete) and eventually (if 'offset' or 'weights') are of 'numeric' with non negative value
 (if 'weights').
 }
 \author{
diff --git a/man/logical2int.Rd b/man/logical2int.Rd
new file mode 100644
index 000000000..14517f63d
--- /dev/null
+++ b/man/logical2int.Rd
@@ -0,0 +1,23 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/logical2int.R
+\name{logical2int}
+\alias{logical2int}
+\title{Turns a logical operator into an integer}
+\usage{
+logical2int(obj = NULL)
+}
+\arguments{
+\item{obj}{a character, the logical parameter to turn into an integer}
+}
+\value{
+an integer
+}
+\description{
+This is an internal function.
+}
+\details{
+This function is called to turn a logical operator given as a 
+character into an integer: '>' is turned into 1, '>=' into 2, '<' into 3, 
+'<=' into 4, '==' into 5 and '!=' into 6.
+}
+\keyword{internal}
diff --git a/man/meanByClassHelper0a.Rd b/man/meanByClassHelper0a.Rd
index 3880fa393..ec7fed67e 100644
--- a/man/meanByClassHelper0a.Rd
+++ b/man/meanByClassHelper0a.Rd
@@ -13,7 +13,7 @@ meanByClassHelper0a(a, b, type, datasources)
 
 \item{type}{a character which represents the type of analysis to carry out. If \code{type} is set to
 'combine', a pooled table of results is generated. If \code{type} is set to 'split', a table of results
-is genrated for each study.}
+is generated for each study.}
 
 \item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
 the default set of connections will be used: see \link[DSI]{datashield.connections_default}.}
diff --git a/man/meanByClassHelper0b.Rd b/man/meanByClassHelper0b.Rd
index fbaa90aed..56dd89d10 100644
--- a/man/meanByClassHelper0b.Rd
+++ b/man/meanByClassHelper0b.Rd
@@ -15,7 +15,7 @@ meanByClassHelper0b(x, outvar, covar, type, datasources)
 
 \item{type}{a character which represents the type of analysis to carry out. If \code{type} is set to
 'combine', a pooled table of results is generated. If \code{type} is set to 'split', a table of results
-is genrated for each study.}
+is generated for each study.}
 
 \item{datasources}{a list of \code{\link[DSI]{DSConnection-class}} objects obtained after login. If the <datasources>
 the default set of connections will be used: see \link[DSI]{datashield.connections_default}.}
@@ -29,7 +29,7 @@ This is an internal function.
 }
 \details{
 This function is called by the function 'ds.meanByClass' to produce the final tables
-if the user soecify a table structure.
+if the user specify a table structure.
 }
 \author{
 Gaye, A.
diff --git a/man/meanByClassHelper2.Rd b/man/meanByClassHelper2.Rd
index 38c98a934..27a763d74 100644
--- a/man/meanByClassHelper2.Rd
+++ b/man/meanByClassHelper2.Rd
@@ -14,7 +14,7 @@ the default set of connections will be used: see \link[DSI]{datashield.connectio
 
 \item{variables}{a character vector, the names of the continuous variables to computes a mean for.}
 
-\item{invalidrecorder}{a list, holds informations about invalid subsets in each study.}
+\item{invalidrecorder}{a list, holds information about invalid subsets in each study.}
 }
 \value{
 a matrix, a table which contains the length, mean and standard deviation of each of the
@@ -25,7 +25,7 @@ This is an internal function.
 }
 \details{
 This function is called by the function 'ds.meanByClass' to produce the final table
-if the user sets the parmater 'type' to combine (the default behaviour of 'ds.meanByClass').
+if the user sets the parameter 'type' to combine (the default behaviour of 'ds.meanByClass').
 }
 \author{
 Gaye, A.
diff --git a/man/meanByClassHelper3.Rd b/man/meanByClassHelper3.Rd
index e4fffdca7..ee80e814f 100644
--- a/man/meanByClassHelper3.Rd
+++ b/man/meanByClassHelper3.Rd
@@ -14,7 +14,7 @@ the default set of connections will be used: see \link[DSI]{datashield.connectio
 
 \item{variables}{a character vector, the names of the continuous variables to computes a mean for.}
 
-\item{invalidrecorder}{a list, holds informations about invalid subsets in each study}
+\item{invalidrecorder}{a list, holds information about invalid subsets in each study}
 }
 \value{
 a list which one results table for each study.
@@ -24,7 +24,7 @@ This is an internal function.
 }
 \details{
 This function is called by the function 'ds.meanByClass' to produce the final tables
-if the user sets the parmater 'type' to 'split'.
+if the user sets the parameter 'type' to 'split'.
 }
 \author{
 Gaye, A.
diff --git a/man/subsetHelper.Rd b/man/subsetHelper.Rd
new file mode 100644
index 000000000..6922ec94b
--- /dev/null
+++ b/man/subsetHelper.Rd
@@ -0,0 +1,74 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/subsetHelper.R
+\name{subsetHelper}
+\alias{subsetHelper}
+\title{Ensures that the requested subset is not larger than the original object}
+\usage{
+subsetHelper(dts, data, rs = NULL, cs = NULL)
+}
+\arguments{
+\item{dts}{a list of \code{\link[DSI]{DSConnection-class}} 
+objects obtained after login. If the \code{datasources} argument is not specified
+the default set of connections will be used: see \code{\link[DSI]{datashield.connections_default}}.}
+
+\item{data}{a character string specifying the name of the data frame or
+the factor vector and the range of the subset.}
+
+\item{rs}{a vector of two integers specifying the indices of the rows de extract.}
+
+\item{cs}{a vector of two integers or one or more characters.}
+}
+\value{
+\code{subsetHelper} returns a message or the class of the object if the 
+object has the same class in all studies.
+}
+\description{
+Compares subset and original object sizes and eventually carries out subsetting.
+}
+\details{
+This function is called by the function \code{ds.subset} to ensure that the requested subset
+is not larger than the original object.
+
+This function is internal.
+
+Server function called: \code{dimDS}
+}
+\examples{
+\dontrun{
+
+ ## Version 6, for version 5 see the Wiki
+  
+  # connecting to the Opal servers
+
+  require('DSI')
+  require('DSOpal')
+  require('dsBaseClient')
+
+  builder <- DSI::newDSLoginBuilder()
+  builder$append(server = "study1", 
+                 url = "http://192.168.56.100:8080/", 
+                 user = "administrator", password = "datashield_test&", 
+                 table = "CNSIM.CNSIM1", driver = "OpalDriver")
+  builder$append(server = "study2", 
+                 url = "http://192.168.56.100:8080/", 
+                 user = "administrator", password = "datashield_test&", 
+                 table = "CNSIM.CNSIM2", driver = "OpalDriver")
+  builder$append(server = "study3",
+                 url = "http://192.168.56.100:8080/", 
+                 user = "administrator", password = "datashield_test&", 
+                 table = "CNSIM.CNSIM3", driver = "OpalDriver")
+  logindata <- builder$build()
+  
+  connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D")
+  
+  subsetHelper(dts = connections, 
+               data = "D", 
+               rs = 1:10, 
+               cs = c("D$LAB_TSC","D$LAB_TRIG"))  
+                      
+  # clear the Datashield R sessions and logout
+  datashield.logout(connections)
+}
+
+}
+\keyword{internal}
diff --git a/opal_azure-pipelines.yml b/opal_azure-pipelines.yml
index 20d815d16..7c92d39af 100644
--- a/opal_azure-pipelines.yml
+++ b/opal_azure-pipelines.yml
@@ -140,7 +140,7 @@ jobs:
       sudo R -q -e "install.packages(c('MolgenisAuth', 'MolgenisArmadillo', 'DSMolgenisArmadillo'), dependencies=TRUE, repos='https://cloud.r-project.org')"
       sudo R -q -e "install.packages(c('DescTools','e1071'), dependencies=TRUE, repos='https://cloud.r-project.org')"
 
-      sudo R -q -e "library('devtools'); devtools::install_github(repo='datashield/dsDangerClient', ref='6.3.1', dependencies = TRUE)"
+      sudo R -q -e "library('devtools'); devtools::install_github(repo='datashield/dsDangerClient', ref='6.3.4', dependencies = TRUE)"
 
       # XML grep for coverage report merging
       sudo apt-get install -qq xml-twig-tools -y
@@ -233,9 +233,9 @@ jobs:
     # Install dsBase.
     # If previous steps have failed then don't run.
   - bash: |
-      R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(o)"
+      R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(opal)"
 
-      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = '6.3.2'); opal.logout(opal)"
+      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsBase', username = 'datashield', ref = 'v6.4.0-dev'); opal.logout(opal)"
 
       sleep 60
 
@@ -363,7 +363,7 @@ jobs:
 
       R -q -e "library(opalr); opal <- opal.login(username = 'administrator', password = 'datashield_test&', url = 'https://localhost:8443', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); opal.put(opal, 'system', 'conf', 'general', '_rPackage'); opal.logout(o)"
 
-      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsDanger', username = 'datashield', ref = '6.3.1'); opal.logout(opal)"
+      R -q -e "library(opalr); opal <- opal.login('administrator','datashield_test&', url='https://localhost:8443/', opts = list(ssl_verifyhost=0, ssl_verifypeer=0)); dsadmin.install_github_package(opal, 'dsDanger', username = 'datashield', ref = '6.3.4'); opal.logout(opal)"
 
     workingDirectory: $(Pipeline.Workspace)/dsBaseClient
     displayName: 'Install dsDanger package on Opal server'
diff --git a/tests/docker/armadillo/standard/config/application.yml b/tests/docker/armadillo/standard/config/application.yml
index c63077640..54e90c36a 100644
--- a/tests/docker/armadillo/standard/config/application.yml
+++ b/tests/docker/armadillo/standard/config/application.yml
@@ -14,22 +14,11 @@ armadillo:
   # oidc-admin-user: user@yourdomain.org
   profiles:
     - name: default
-<<<<<<< HEAD
-      image: datashield/rock-margin-gypsum-permissive:latest
+      image: datashield/rock-quebrada-lamda-permissive:latest
       port: 8085
-=======
-      image: datashield/rserver-neutron-gypsum-permissive:latest
-      port: 6311
->>>>>>> origin/v6.3.3-dev
       host: default
-      package-whitelist: # Packages for 'gypsum-permissive'
+      package-whitelist: # Packages for 'permissive'
         - dsBase
-        - dsMediation
-        - dsMTLBase
-        - dsSurvival
-        - dsTidyverse
-        - dsExposome
-        - dsOmics
         - resourcer
       function-blacklist: [ ]
       options:
diff --git a/tests/testthat.R b/tests/testthat.R
index 3e6bbe151..389ee66c5 100644
--- a/tests/testthat.R
+++ b/tests/testthat.R
@@ -9,4 +9,5 @@
 library(testthat)
 library(dsBaseClient)
 
-test_check("dsBaseClient")
+if (identical(Sys.getenv("NOT_CRAN"), "true"))
+    test_check("dsBaseClient")
diff --git a/tests/testthat/connection_to_datasets/login_details.R b/tests/testthat/connection_to_datasets/login_details.R
index 95a001a5f..2ce4ca2de 100644
--- a/tests/testthat/connection_to_datasets/login_details.R
+++ b/tests/testthat/connection_to_datasets/login_details.R
@@ -4,7 +4,7 @@ source("connection_to_datasets/init_local_settings.R")
 
 init.ip.address()
 
-# create blank enviroment of test data
+# create blank environment of test data
 ds.test_env <- new.env()
 
 # this option helps DSI to find the connection objects by looking in the right environment
diff --git a/tests/testthat/data_files/dataBootstrapUnitTests.R b/tests/testthat/data_files/dataBootstrapUnitTests.R
deleted file mode 100644
index 4c51af16a..000000000
--- a/tests/testthat/data_files/dataBootstrapUnitTests.R
+++ /dev/null
@@ -1,117 +0,0 @@
-library(remotes)
-install.packages("MolgenisArmadillo", repos = "https://registry.molgenis.org/repository/R")
-library(MolgenisArmadillo)
-library(DSI)
-
-# init_studies_dataset
-CNSIM1 <- load("data_files/CNSIM/CNSIM1.rda")
-CNSIM2 <- load("data_files/CNSIM/CNSIM2.rda")
-CNSIM3 <- load("data_files/CNSIM/CNSIM3.rda")
-
-DASIM1 <- load("data_files/DASIM/DASIM1.rda")
-DASIM2 <- load("data_files/DASIM/DASIM2.rda")
-DASIM3 <- load("data_files/DASIM/DASIM3.rda")
-
-EXPAND_WITH_MISSING1 <- load("data_files/SURVIVAL/EXPAND_MISSING/expand_missing_study1.rda")
-EXPAND_WITH_MISSING2 <- load("data_files/SURVIVAL/EXPAND_MISSING/expand_missing_study2.rda")
-EXPAND_WITH_MISSING3 <- load("data_files/SURVIVAL/EXPAND_MISSING/expand_missing_study3.rda")
-
-CLUSTER_INT1 <- load("data_files/CLUSTER/CLUSTER_INT1.rda")
-CLUSTER_INT2 <- load("data_files/CLUSTER/CLUSTER_INT2.rda")
-CLUSTER_INT3 <- load("data_files/CLUSTER/CLUSTER_INT3.rda")
-
-CLUSTER_SLO1 <- load("data_files/CLUSTER/CLUSTER_SLO1.rda")
-CLUSTER_SLO2 <- load("data_files/CLUSTER/CLUSTER_SLO2.rda")
-CLUSTER_SLO3 <- load("data_files/CLUSTER/CLUSTER_SLO3.rda")
-
-# init_discordant_datasets
-DISCORDANT_STUDY1 <- load("data_files/DISCORDANT/discordant_study1.rda")
-DISCORDANT_STUDY2 <- load("data_files/DISCORDANT/discordant_study2.rda")
-DISCORDANT_STUDY3 <- load("data_files/DISCORDANT/discordant_study3.rda")
-
-# init_testing_datasets
-DATASET1 <- load("data_files/TESTING/DATASET1.rda")
-DATASET2 <- load("data_files/TESTING/DATASET2.rda")
-DATASET3 <- load("data_files/TESTING/DATASET3.rda")
-
-FACTOR_LEVELS_DATASET1 <- load("data_files/FACTOR_LEVELS/FACTOR_LEVELS_DATASET1.rda")
-FACTOR_LEVELS_DATASET2 <- load("data_files/FACTOR_LEVELS/FACTOR_LEVELS_DATASET2.rda")
-FACTOR_LEVELS_DATASET3 <- load("data_files/FACTOR_LEVELS/FACTOR_LEVELS_DATASET3.rda")
-
-
-storage_url <- "http://localhost:9000"
-# access_key and secret_key can be found in the minio configuration in the docker-compose.yml
-MolgenisArmadillo::armadillo.set_credentials(server = storage_url, access_key = "molgenis", secret_key = "molgenis")
-MolgenisArmadillo::armadillo.create_project("testdata")
-
-
-# init_studies_datasets
-MolgenisArmadillo::armadillo.upload_table("testdata", "cnsim", CNSIM1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cnsim", CNSIM2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cnsim", CNSIM3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "dasim", DASIM1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "dasim", DASIM2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "dasim", DASIM3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "survival", EXPAND_WITH_MISSING1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "survival", EXPAND_WITH_MISSING2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "survival", EXPAND_WITH_MISSING3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_INT1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_INT2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_INT3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_SLO1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_SLO2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "cluster", CLUSTER_SLO3)
-
-
-# init_discordant_datasets
-MolgenisArmadillo::armadillo.upload_table("testdata", "discordant", DISCORDANT_STUDY1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "discordant", DISCORDANT_STUDY2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "discordant", DISCORDANT_STUDY3)
-
-
-# remove first column
-DATASET1 <- DATASET1[,-1]
-DATASET2 <- DATASET2[,-1]
-DATASET3 <- DATASET3[,-1]
-
-# init_testing_datasets
-MolgenisArmadillo::armadillo.upload_table("testdata", "testing", DATASET1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "testing", DATASET2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "testing", DATASET3)
-
-MolgenisArmadillo::armadillo.upload_table("testdata", "factor_levels", FACTOR_LEVELS_DATASET1)
-MolgenisArmadillo::armadillo.upload_table("testdata", "factor_levels", FACTOR_LEVELS_DATASET2)
-MolgenisArmadillo::armadillo.upload_table("testdata", "factor_levels", FACTOR_LEVELS_DATASET3)
-
-class(CNSIM1$PM_BMI_CATEGORICAL)
-levels(CNSIM1$PM_BMI_CATEGORICAL)
-
-devtools::test()
-devtools::test(filter = "datachk", invert = TRUE)
-devtools::test(filter = "dataFrameSort")
-  
-  # build the login dataframe
-builder <- DSI::newDSLoginBuilder()
-builder$append(server = "armadillo",
-               url = armadillo_url,
-               user = "admin",
-               password = "admin",
-               table = "testdata/testing/DISCORDANT_STUDY1",
-               driver = "ArmadilloDriver")
-
-# create loginframe
-logindata <- builder$build()
-logindata
-
-datashield.logout(conns)
-
-conns <- datashield.login(logins = logindata, assign = TRUE)
-ds.ls()
-dsGetInfo(conns$armadillo)
-ds.colnames("D")
-datashield.errors()
-dsGetInfo(conns$armadillo)
diff --git a/tests/testthat/dstest_functions/ds_expect_variables.R b/tests/testthat/dstest_functions/ds_expect_variables.R
index 54d051c43..abb504c78 100644
--- a/tests/testthat/dstest_functions/ds_expect_variables.R
+++ b/tests/testthat/dstest_functions/ds_expect_variables.R
@@ -13,9 +13,9 @@
 #
 
 ds_expect_variables <- function(expected.variables) {
-    studies.current.varables <- ds.ls()
+    studies.current.variables <- ds.ls()
 
-    for (study.current.varables in studies.current.varables) {
-        expect_setequal(study.current.varables$objects.found, expected.variables)
+    for (study.current.variables in studies.current.variables) {
+        expect_setequal(study.current.variables$objects.found, expected.variables)
     }
 }
diff --git a/tests/testthat/perf_files/armadillo_azure-pipeline.csv b/tests/testthat/perf_files/armadillo_azure-pipeline.csv
index 186e1d583..e913cff92 100644
--- a/tests/testthat/perf_files/armadillo_azure-pipeline.csv
+++ b/tests/testthat/perf_files/armadillo_azure-pipeline.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.1275","0.5","2"
-"ds.abs::perf::0","4.824","0.5","2"
-"ds.asInteger::perf:0","4.366","0.5","2"
-"ds.asList::perf:0","9.787","0.5","2"
-"ds.asNumeric::perf:0","4.316","0.5","2"
-"ds.assign::perf::0","8.055","0.5","2"
-"ds.class::perf::combine:0","9.847","0.5","2"
-"ds.colnames::perf:0","7.574","0.5","2"
-"ds.exists::perf::combine:0","19.84","0.5","2"
-"ds.length::perf::combine:0","19.58","0.5","2"
-"ds.mean::perf::combine:0","19.66","0.5","2"
-"ds.mean::perf::split:0","19.21","0.5","2"
-"void::perf::void::0","41810.0","0.5","2"
+"conndisconn::perf::simple0","0.1225","0.5","2"
+"ds.abs::perf::0","5.820","0.5","2"
+"ds.asInteger::perf:0","5.328","0.5","2"
+"ds.asList::perf:0","11.71","0.5","2"
+"ds.asNumeric::perf:0","5.268","0.5","2"
+"ds.assign::perf::0","9.229","0.5","2"
+"ds.class::perf::combine:0","10.84","0.5","2"
+"ds.colnames::perf:0","7.993","0.5","2"
+"ds.exists::perf::combine:0","21.68","0.5","2"
+"ds.length::perf::combine:0","21.84","0.5","2"
+"ds.mean::perf::combine:0","22.01","0.5","2"
+"ds.mean::perf::split:0","22.22","0.5","2"
+"void::perf::void::0","48520.0","0.5","2"
diff --git a/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv b/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
index 417e89f4d..9ac69853e 100644
--- a/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
+++ b/tests/testthat/perf_files/armadillo_hp-laptop_quay.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.0728825086646545","0.5","2"
-"ds.abs::perf::0","1.82780826738886","0.5","2"
-"ds.asInteger::perf:0","1.82494215205532","0.5","2"
-"ds.asList::perf:0","4.63744814345485","0.5","2"
-"ds.asNumeric::perf:0","2.17634899364127","0.5","2"
-"ds.assign::perf::0","4.03888444894903","0.5","2"
-"ds.class::perf::combine:0","4.99978056980171","0.5","2"
-"ds.colnames::perf:0","3.24967546869707","0.5","2"
-"ds.exists::perf::combine:0","9.59415959170337","0.5","2"
-"ds.length::perf::combine:0","9.9987761882776","0.5","2"
-"ds.mean::perf::combine:0","8.62936433290321","0.5","2"
-"ds.mean::perf::split:0","8.55029467108351","0.5","2"
-"void::perf::void::0","21874.0401780822","0.5","2"
+"conndisconn::perf::simple0","0.04918","0.5","2"
+"ds.abs::perf::0","1.184","0.5","2"
+"ds.asInteger::perf:0","1.297","0.5","2"
+"ds.asList::perf:0","2.884","0.5","2"
+"ds.asNumeric::perf:0","1.354","0.5","2"
+"ds.assign::perf::0","2.745","0.5","2"
+"ds.class::perf::combine:0","3.261","0.5","2"
+"ds.colnames::perf:0","2.404","0.5","2"
+"ds.exists::perf::combine:0","6.342","0.5","2"
+"ds.length::perf::combine:0","7.835","0.5","2"
+"ds.mean::perf::combine:0","8.127","0.5","2"
+"ds.mean::perf::split:0","8.109","0.5","2"
+"void::perf::void::0","20280.0","0.5","2"
diff --git a/tests/testthat/perf_files/default_perf_profile.csv b/tests/testthat/perf_files/default_perf_profile.csv
index cff242360..ead056989 100644
--- a/tests/testthat/perf_files/default_perf_profile.csv
+++ b/tests/testthat/perf_files/default_perf_profile.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.2118","0.5","2"
-"ds.abs::perf::0","1.718","0.5","2"
-"ds.asInteger::perf:0","1.484","0.5","2"
-"ds.asList::perf:0","3.050","0.5","2"
-"ds.asNumeric::perf:0","1.508","0.5","2"
-"ds.assign::perf::0","3.547","0.5","2"
-"ds.class::perf::combine:0","3.061","0.5","2"
-"ds.colnames::perf:0","2.456","0.5","2"
-"ds.exists::perf::combine:0","6.904","0.5","2"
-"ds.length::perf::combine:0","6.058","0.5","2"
-"ds.mean::perf::combine:0","5.892","0.5","2"
-"ds.mean::perf::split:0","6.881","0.5","2"
-"void::perf::void::0","27070.0","0.5","2"
+"conndisconn::perf::simple0","0.2725","0.5","2"
+"ds.abs::perf::0","2.677","0.5","2"
+"ds.asInteger::perf:0","2.294","0.5","2"
+"ds.asList::perf:0","4.587","0.5","2"
+"ds.asNumeric::perf:0","2.185","0.5","2"
+"ds.assign::perf::0","5.490","0.5","2"
+"ds.class::perf::combine:0","4.760","0.5","2"
+"ds.colnames::perf:0","9.578","0.5","2"
+"ds.exists::perf::combine:0","11.09","0.5","2"
+"ds.length::perf::combine:0","9.479","0.5","2"
+"ds.mean::perf::combine:0","9.650","0.5","2"
+"ds.mean::perf::split:0","11.26","0.5","2"
+"void::perf::void::0","46250.0","0.5","2"
diff --git a/tests/testthat/perf_files/opal_azure-pipeline.csv b/tests/testthat/perf_files/opal_azure-pipeline.csv
index cff242360..d75711a36 100644
--- a/tests/testthat/perf_files/opal_azure-pipeline.csv
+++ b/tests/testthat/perf_files/opal_azure-pipeline.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.2118","0.5","2"
-"ds.abs::perf::0","1.718","0.5","2"
-"ds.asInteger::perf:0","1.484","0.5","2"
-"ds.asList::perf:0","3.050","0.5","2"
-"ds.asNumeric::perf:0","1.508","0.5","2"
-"ds.assign::perf::0","3.547","0.5","2"
-"ds.class::perf::combine:0","3.061","0.5","2"
-"ds.colnames::perf:0","2.456","0.5","2"
-"ds.exists::perf::combine:0","6.904","0.5","2"
-"ds.length::perf::combine:0","6.058","0.5","2"
-"ds.mean::perf::combine:0","5.892","0.5","2"
-"ds.mean::perf::split:0","6.881","0.5","2"
-"void::perf::void::0","27070.0","0.5","2"
+"conndisconn::perf::simple0","0.2725","0.5","2"
+"ds.abs::perf::0","2.677","0.5","2"
+"ds.asInteger::perf:0","2.294","0.5","2"
+"ds.asList::perf:0","4.587","0.5","2"
+"ds.asNumeric::perf:0","2.185","0.5","2"
+"ds.assign::perf::0","5.490","0.5","2"
+"ds.class::perf::combine:0","4.760","0.5","2"
+"ds.colnames::perf:0","4.159","0.5","2"
+"ds.exists::perf::combine:0","11.09","0.5","2"
+"ds.length::perf::combine:0","9.479","0.5","2"
+"ds.mean::perf::combine:0","9.650","0.5","2"
+"ds.mean::perf::split:0","11.26","0.5","2"
+"void::perf::void::0","46250.0","0.5","2"
diff --git a/tests/testthat/perf_files/opal_hp-laptop_quay.csv b/tests/testthat/perf_files/opal_hp-laptop_quay.csv
index a6e5e655a..334cd62c1 100644
--- a/tests/testthat/perf_files/opal_hp-laptop_quay.csv
+++ b/tests/testthat/perf_files/opal_hp-laptop_quay.csv
@@ -1,14 +1,14 @@
 "refer_name","rate","lower_tolerance","upper_tolerance"
-"conndisconn::perf::simple0","0.163258942292474","0.5","2"
-"ds.abs::perf::0","0.855013692368105","0.5","2"
-"ds.asInteger::perf:0","0.788986058823576","0.5","2"
-"ds.asList::perf:0","1.77505549252221","0.5","2"
-"ds.asNumeric::perf:0","0.877591207737289","0.5","2"
-"ds.assign::perf::0","2.08707546713196","0.5","2"
-"ds.class::perf::combine:0","1.65635603819885","0.5","2"
-"ds.colnames::perf:0","1.33221754701434","0.5","2"
-"ds.exists::perf::combine:0","4.18346517297051","0.5","2"
-"ds.length::perf::combine:0","3.45700158311582","0.5","2"
-"ds.mean::perf::combine:0","3.36796688580702","0.5","2"
-"ds.mean::perf::split:0","4.11472547478384","0.5","2"
-"void::perf::void::0","23198.7075219865","0.5","2"
+"conndisconn::perf::simple0","0.147643461923159","0.5","2"
+"ds.abs::perf::0","0.631818039001181","0.5","2"
+"ds.asInteger::perf:0","0.675696161933654","0.5","2"
+"ds.asList::perf:0","1.59078428438764","0.5","2"
+"ds.asNumeric::perf:0","0.692813012683229","0.5","2"
+"ds.assign::perf::0","1.89351857736982","0.5","2"
+"ds.class::perf::combine:0","1.62870246867488","0.5","2"
+"ds.colnames::perf:0","1.32209430785405","0.5","2"
+"ds.exists::perf::combine:0","3.45004426293124","0.5","2"
+"ds.length::perf::combine:0","2.78832377100152","0.5","2"
+"ds.mean::perf::combine:0","2.7801284055162","0.5","2"
+"ds.mean::perf::split:0","3.67443474363821","0.5","2"
+"void::perf::void::0","18974.1385397392","0.5","2"
diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R
index 4c55c6e74..512e649c1 100644
--- a/tests/testthat/setup.R
+++ b/tests/testthat/setup.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,11 +8,12 @@
 # You should have received a copy of the GNU General Public License
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
+
 #
 # Datashield test suite set up
 #
 
-context("setup - start")
+# context("setup - start")
 
 # Convert 'warnings' to 'errors'
 # options(warn = 2)
@@ -33,4 +34,4 @@ source("connection_to_datasets/init_studies_datasets.R")
 source("connection_to_datasets/init_discordant_datasets.R")
 source("connection_to_datasets/init_mediation_datasets.R")
 
-context("setup - done")
+# context("setup - done")
diff --git a/tests/testthat/teardown.R b/tests/testthat/teardown.R
index 710dac810..5026a0dbf 100644
--- a/tests/testthat/teardown.R
+++ b/tests/testthat/teardown.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,6 +9,6 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
 
-context("teardown")
+# context("teardown")
 
-context("teardown - done")
+# context("teardown - done")
diff --git a/tests/testthat/test-_-vm-test.R b/tests/testthat/test-_-vm-test.R
index 952425f56..7b5af1f4e 100644
--- a/tests/testthat/test-_-vm-test.R
+++ b/tests/testthat/test-_-vm-test.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("vm-test::_::setup")
+# context("vm-test::_::setup")
 
 init.testing.datasets()
 
@@ -21,7 +22,7 @@ init.testing.datasets()
 #
 
 #connect to a server
-context("vm-test::_::tests::vm")
+# context("vm-test::_::tests::vm")
 
 test_that("The virtual machine is loaded. ",
 {
@@ -33,11 +34,11 @@ test_that("The virtual machine is loaded. ",
 # Shutdown
 #
 
-context("vm-test::_::shutdown")
+# context("vm-test::_::shutdown")
 
 #
 # Done
 #
 
-context("vm-test::_::done")
+# context("vm-test::_::done")
 
diff --git a/tests/testthat/test-arg-ds.Boole.R b/tests/testthat/test-arg-ds.Boole.R
index fdfc45026..d8fb3bedf 100644
--- a/tests/testthat/test-arg-ds.Boole.R
+++ b/tests/testthat/test-arg-ds.Boole.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.Boole::arg::test errors")
+# context("ds.Boole::arg::test errors")
 test_that("Boole_erros", {
     expect_error(ds.Boole(), "Please provide the name of the column or scalar that holds V1!", fixed=TRUE)
     expect_error(ds.Boole(V1="D$LAB_TSC"), "Please provide the name of a column or scalar holding V2 or declare a scalar in character format: eg '3'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.asCharacter.R b/tests/testthat/test-arg-ds.asCharacter.R
index a007ec6a3..8d7d35449 100644
--- a/tests/testthat/test-arg-ds.asCharacter.R
+++ b/tests/testthat/test-arg-ds.asCharacter.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.discordant.dataset.simple(list("A", "B", "C"))
 # Tests
 #
 
-context("ds.asCharacter::arg::test errors")
+# context("ds.asCharacter::arg::test errors")
 test_that("asCharacter_erros", {
     expect_error(ds.asCharacter(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asDataFrame.R b/tests/testthat/test-arg-ds.asDataFrame.R
index 563a30de6..8149e30bd 100644
--- a/tests/testthat/test-arg-ds.asDataFrame.R
+++ b/tests/testthat/test-arg-ds.asDataFrame.R
@@ -1,6 +1,7 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
-#
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
 #
@@ -18,9 +19,9 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asDataFrame::arg::test errors")
-test_that("asDataFrame_errors", {
-  expect_error(ds.asDataMatrix(), "Please provide the name of the input vector!", fixed=TRUE)
+# context("ds.subset::arg::test errors")
+test_that("subset_erros", {
+    expect_error(expect_warning(ds.subset(), "'ds.subset' is deprecated.", fixed = TRUE), "Please provide the name of the object to subset from!", fixed=TRUE)
 })
 
 #
diff --git a/tests/testthat/test-arg-ds.asDataMatrix.R b/tests/testthat/test-arg-ds.asDataMatrix.R
index e84e2281b..ca65f6cb0 100644
--- a/tests/testthat/test-arg-ds.asDataMatrix.R
+++ b/tests/testthat/test-arg-ds.asDataMatrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asDataMatrix::arg::test errors")
+# context("ds.asDataMatrix::arg::test errors")
 test_that("asDataMatrix_erros", {
     expect_error(ds.asDataMatrix(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asFactor.R b/tests/testthat/test-arg-ds.asFactor.R
index bfc4662dc..a264b040a 100644
--- a/tests/testthat/test-arg-ds.asFactor.R
+++ b/tests/testthat/test-arg-ds.asFactor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asFactor::arg::test errors")
+# context("ds.asFactor::arg::test errors")
 test_that("asFactor_erros", {
     expect_error(ds.asFactor(), "Please provide the name of the variable that is to be converted to a factor e.g. 'varname'", fixed=TRUE)
     expect_error(ds.asFactor(input.var.name=1), "Please provide the name of the variable that is to be converted to a factor in character format e.g. 'varname'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.asInteger.R b/tests/testthat/test-arg-ds.asInteger.R
index a6a1196ef..c6305012e 100644
--- a/tests/testthat/test-arg-ds.asInteger.R
+++ b/tests/testthat/test-arg-ds.asInteger.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asInteger::arg::test errors")
+# context("ds.asInteger::arg::test errors")
 test_that("asInteger_erros", {
     expect_error(ds.asInteger(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asList.R b/tests/testthat/test-arg-ds.asList.R
index c498d36cd..926401881 100644
--- a/tests/testthat/test-arg-ds.asList.R
+++ b/tests/testthat/test-arg-ds.asList.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asList::arg::test errors")
+# context("ds.asList::arg::test errors")
 test_that("asList_erros", {
     expect_error(ds.asList(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asLogical.R b/tests/testthat/test-arg-ds.asLogical.R
index 64912059a..39056cc38 100644
--- a/tests/testthat/test-arg-ds.asLogical.R
+++ b/tests/testthat/test-arg-ds.asLogical.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asLogical::arg::test errors")
+# context("ds.asLogical::arg::test errors")
 test_that("asLogical_erros", {
     expect_error(ds.asLogical(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asMatrix.R b/tests/testthat/test-arg-ds.asMatrix.R
index 5c7c8ebdf..4a199dd08 100644
--- a/tests/testthat/test-arg-ds.asMatrix.R
+++ b/tests/testthat/test-arg-ds.asMatrix.R
@@ -1,4 +1,6 @@
+#
 #Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 #This program and the accompanying materials are made available under the terms
 #of the GNU Public License v3.0.
@@ -17,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asMatrix::arg::test errors")
+# context("ds.asMatrix::arg::test errors")
 test_that("asMatrix_erros", {
     expect_error(ds.asMatrix(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.asNumeric.R b/tests/testthat/test-arg-ds.asNumeric.R
index b821c8429..276260751 100644
--- a/tests/testthat/test-arg-ds.asNumeric.R
+++ b/tests/testthat/test-arg-ds.asNumeric.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.asNumeric::arg::test errors")
+# context("ds.asNumeric::arg::test errors")
 test_that("asNumeric_erros", {
     expect_error(ds.asNumeric(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.assign.R b/tests/testthat/test-arg-ds.assign.R
index 9c1cdac01..4fbd06c42 100644
--- a/tests/testthat/test-arg-ds.assign.R
+++ b/tests/testthat/test-arg-ds.assign.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.assign::arg::test errors")
+# context("ds.assign::arg::test errors")
 test_that("assign_erros", {
     expect_error(ds.assign(), "Please give the name of object to assign or an expression to evaluate and assign.!\n")
 })
diff --git a/tests/testthat/test-arg-ds.auc.R b/tests/testthat/test-arg-ds.auc.R
index 7c42585f3..ade352110 100644
--- a/tests/testthat/test-arg-ds.auc.R
+++ b/tests/testthat/test-arg-ds.auc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,13 +13,13 @@
 # Set up
 #
 
-context("ds.auc::arg::setup")
+# context("ds.auc::arg::setup")
 
 #
 # Tests
 #
 
-context("ds.auc::arg::test errors")
+# context("ds.auc::arg::test errors")
 
 test_that("ds.auc errors for null pred or y", {
   
@@ -31,5 +32,5 @@ test_that("ds.auc errors for null pred or y", {
 # Done
 #
 
-context("ds.auc::arg::shutdown")
-context("ds.auc::arg::done")
+# context("ds.auc::arg::shutdown")
+# context("ds.auc::arg::done")
diff --git a/tests/testthat/test-arg-ds.c.R b/tests/testthat/test-arg-ds.c.R
index 3371d591d..7a85cecb4 100644
--- a/tests/testthat/test-arg-ds.c.R
+++ b/tests/testthat/test-arg-ds.c.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.c::arg::test errors")
+# context("ds.c::arg::test errors")
 test_that("simple c errors", {
     expect_error(ds.c(), "x=NULL. Please provide the names of the objects to concatenate!")
 })
diff --git a/tests/testthat/test-arg-ds.cbind.R b/tests/testthat/test-arg-ds.cbind.R
index d600ac830..a51988136 100644
--- a/tests/testthat/test-arg-ds.cbind.R
+++ b/tests/testthat/test-arg-ds.cbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.cbind::arg::test errors")
+# context("ds.cbind::arg::test errors")
 test_that("cbind_erros", {
     ds.asList(x='D$LAB_TSC', newobj="as_list")
 
diff --git a/tests/testthat/test-arg-ds.changeRefGroup.R b/tests/testthat/test-arg-ds.changeRefGroup.R
index 1baffe404..91a0fe24c 100644
--- a/tests/testthat/test-arg-ds.changeRefGroup.R
+++ b/tests/testthat/test-arg-ds.changeRefGroup.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("DIS_AMI", "LAB_TSC"))
 # Tests
 #
 
-context("ds.changeRefGroup::arg::test errors")
+# context("ds.changeRefGroup::arg::test errors")
 test_that("changeRefGroup_erros", {
     expect_error(ds.changeRefGroup(), "Please provide the name of a vector of type factor!")
     expect_error(ds.changeRefGroup(x="D$DIS_AMI"), " You must indicate a reference level - set the parameter 'ref'.")
diff --git a/tests/testthat/test-arg-ds.class.R b/tests/testthat/test-arg-ds.class.R
index c7240c7b0..c0bf5c7dd 100644
--- a/tests/testthat/test-arg-ds.class.R
+++ b/tests/testthat/test-arg-ds.class.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.class::arg::test errors")
+# context("ds.class::arg::test errors")
 test_that("class_erros", {
     expect_error(ds.class(), "Please provide the name of the input object!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.colnames.R b/tests/testthat/test-arg-ds.colnames.R
index bbbaa5e97..39ce9b87a 100644
--- a/tests/testthat/test-arg-ds.colnames.R
+++ b/tests/testthat/test-arg-ds.colnames.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.colnames::arg::test errors")
+# context("ds.colnames::arg::test errors")
 test_that("simple colnames errors", {
     expect_error(ds.colnames(), "")
 })
diff --git a/tests/testthat/test-arg-ds.completeCases.R b/tests/testthat/test-arg-ds.completeCases.R
index a13856380..8bb997338 100644
--- a/tests/testthat/test-arg-ds.completeCases.R
+++ b/tests/testthat/test-arg-ds.completeCases.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.completeCases::arg::test errors")
+# context("ds.completeCases::arg::test errors")
 test_that("completeCases_errors", {
   res <- ds.completeCases()
   expect_equal(res, "Error: x1 must be a character string naming a serverside data.frame, matrix or vector", fixed = TRUE)
diff --git a/tests/testthat/test-arg-ds.cor.R b/tests/testthat/test-arg-ds.cor.R
index 9f728e1a0..47b5a5abb 100644
--- a/tests/testthat/test-arg-ds.cor.R
+++ b/tests/testthat/test-arg-ds.cor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.cor::arg::test errors")
+# context("ds.cor::arg::test errors")
 test_that("cor_erros", {
     expect_error(ds.cor(), 'x=NULL. Please provide the name of a matrix or dataframe or the names of two numeric vectors!', fixed=TRUE)
     expect_error(ds.cor(x='D$LAB_TSC'), 'If x is a numeric vector, y must be a numeric vector!', fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.corTest.R b/tests/testthat/test-arg-ds.corTest.R
index ac80a40cc..76adc6f15 100644
--- a/tests/testthat/test-arg-ds.corTest.R
+++ b/tests/testthat/test-arg-ds.corTest.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.survival(list("survtime", "time.id"))
 # Tests
 #
 
-context("ds.corTest::arg")
+# context("ds.corTest::arg")
 
 test_that("simple arg test", {
     expect_error(ds.corTest(), "x=NULL. Please provide the names of the 1st numeric vector!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.cov.R b/tests/testthat/test-arg-ds.cov.R
index 0958c65ad..29330c9de 100644
--- a/tests/testthat/test-arg-ds.cov.R
+++ b/tests/testthat/test-arg-ds.cov.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.cov::arg::test errors")
+# context("ds.cov::arg::test errors")
 test_that("cov_erros", {
     expect_error(ds.cov(), 'x=NULL. Please provide the name of a matrix or dataframe or the names of two numeric vectors!', fixed=TRUE)
     expect_error(ds.cov(x='D$LAB_TSC'), 'If x is a numeric vector, y must be a numeric vector!', fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.dataFrame.R b/tests/testthat/test-arg-ds.dataFrame.R
index 9d76b7beb..33fa65cf6 100644
--- a/tests/testthat/test-arg-ds.dataFrame.R
+++ b/tests/testthat/test-arg-ds.dataFrame.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.dataFrame::arg::test errors")
+# context("ds.dataFrame::arg::test errors")
 test_that("dataframe_erros", {
     expect_error(ds.dataFrame(), "Please provide the name of the list that holds the input vectors!", fixed=TRUE)
 
diff --git a/tests/testthat/test-arg-ds.dataFrameFill.R b/tests/testthat/test-arg-ds.dataFrameFill.R
index 0e71d2e56..2eb77e4f1 100644
--- a/tests/testthat/test-arg-ds.dataFrameFill.R
+++ b/tests/testthat/test-arg-ds.dataFrameFill.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.dataFrameFill::arg::test errors")
+# context("ds.dataFrameFill::arg::test errors")
 test_that("dataFrameFill_erros", {
     expect_error(ds.dataFrameFill(), "Please provide the name of the data.frame to be filled as a character string: eg 'xxx'", fixed=TRUE)
     expect_error(ds.dataFrameFill("NonDF"), "The input object NonDF is not defined in sim1, sim2, sim3!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.dataFrameSort.R b/tests/testthat/test-arg-ds.dataFrameSort.R
index 65a1c2cfe..52061313f 100644
--- a/tests/testthat/test-arg-ds.dataFrameSort.R
+++ b/tests/testthat/test-arg-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 # Tests
 #
 
-context("ds.dataFrameSort::arg::no args")
+# context("ds.dataFrameSort::arg::no args")
 test_that("dataFrameSort_noargs", {
     expect_error(ds.dataFrameSort(), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
 
@@ -30,7 +31,7 @@ test_that("dataFrameSort_noargs", {
     expect_match(res.errors$sim3, "* Error in strsplit\\(df.name, split = \"\"\\) : non-character argument*")
 })
 
-context("ds.dataFrameSort::arg::sorted dataframe, of factors")
+# context("ds.dataFrameSort::arg::sorted dataframe, of factors")
 test_that("dataFrameSort_factors", {
     myvectors <- c('D$LAB_TSC', 'D$GENDER')
     ds.dataFrame(x=myvectors, newobj="unsorted_df")
diff --git a/tests/testthat/test-arg-ds.dataFrameSubset.R b/tests/testthat/test-arg-ds.dataFrameSubset.R
index 4bd414e6e..53ec07e39 100644
--- a/tests/testthat/test-arg-ds.dataFrameSubset.R
+++ b/tests/testthat/test-arg-ds.dataFrameSubset.R
@@ -1,6 +1,7 @@
 
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 # Set up
 #
 
-context("ds.dataFrameSubset::arg::setup")
+# context("ds.dataFrameSubset::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -25,27 +26,27 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameSubset::arg::missing 'ds.name' arg errors")
+# context("ds.dataFrameSubset::arg::missing 'ds.name' arg errors")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(), "Please provide the name of the data.frame to be subsetted as a character string: eg 'xxx'", fixed=TRUE)
 })
 
-context("ds.dataFrameSubset::arg::missing 'V1' arg error")
+# context("ds.dataFrameSubset::arg::missing 'V1' arg error")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D"), "Please provide the name of the column or scalar that holds V1 as a character string: eg 'xxx' or '3'", fixed=TRUE)
 })
 
-context("ds.dataFrameSubset::arg::missing 'V2' arg error")
+# context("ds.dataFrameSubset::arg::missing 'V2' arg error")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="LAB_TSC"), "Please provide the name of the column or scalar that holds V2 as a character string: eg 'xxx' or '3'", fixed=TRUE)
 })
 
-context("ds.dataFrameSubset::arg::missing 'Boolean.operator' arg error")
+# context("ds.dataFrameSubset::arg::missing 'Boolean.operator' arg error")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="LAB_TSC", V2.name="LAB_TSC"), "Unless you are only subsetting columns, please provide a Boolean operator in character format: eg '==' or '>=' or '<' or '!='. However, if either keep.cols or rm.cols is non-null because you want to subset columns and you specify both V1.name and V2.name as NULL (or 'ONES') and Boolean.operator as NULL,ds.dataFrameSubset will subset out the specified columns but will keep all rows.", fixed=TRUE)
 })
 
-context("ds.dataFrameSubset::arg::missing 'df.name' value server-side")
+# context("ds.dataFrameSubset::arg::missing 'df.name' value server-side")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="M", V1.name="A", V2.name="B", Boolean.operator="=/="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
     
@@ -57,7 +58,7 @@ test_that("dataFrameSubset_erros", {
     expect_match(res.errors$sim3, "* object 'M' not found*")
 })
 
-context("ds.dataFrameSubset::arg::missing 'V1' value server-side")
+# context("ds.dataFrameSubset::arg::missing 'V1' value server-side")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="A", V2.name="B", Boolean.operator="=/="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
     
@@ -69,7 +70,7 @@ test_that("dataFrameSubset_erros", {
     expect_match(res.errors$sim3, "* Error in eval\\(parse\\(text = V1.name\\), envir = parent.frame\\(\\)\\) : \\n  object 'A' not found*")
 })
 
-context("ds.dataFrameSubset::arg::missing 'V2' value server-side")
+# context("ds.dataFrameSubset::arg::missing 'V2' value server-side")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="D$LAB_TSC", V2.name="B", Boolean.operator="=/="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
     
@@ -81,7 +82,7 @@ test_that("dataFrameSubset_erros", {
     expect_match(res.errors$sim3, "* Error in eval\\(parse\\(text = V2.name\\), envir = parent.frame\\(\\)\\) : \\n  object 'B' not found*")
 })
 
-context("ds.dataFrameSubset::arg::invalid 'Boolean.operator' value server-side")
+# context("ds.dataFrameSubset::arg::invalid 'Boolean.operator' value server-side")
 test_that("dataFrameSubset_erros", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="D$LAB_TSC", V2.name="D$LAB_TSC", Boolean.operator="=/="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
     
@@ -97,7 +98,7 @@ test_that("dataFrameSubset_erros", {
 # Shutdown
 #
 
-context("ds.dataFrameSubset::arg::shutdown")
+# context("ds.dataFrameSubset::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -109,4 +110,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.dataFrameSubset::arg::done")
+# context("ds.dataFrameSubset::arg::done")
diff --git a/tests/testthat/test-arg-ds.dim.R b/tests/testthat/test-arg-ds.dim.R
index 8ee681985..27b4e8bd8 100644
--- a/tests/testthat/test-arg-ds.dim.R
+++ b/tests/testthat/test-arg-ds.dim.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.dim::arg::test errors")
+# context("ds.dim::arg::test errors")
 test_that("dim_erros", {
     expect_error(ds.dim(), "Please provide the name of a data.frame or matrix!", fixed=TRUE)
     expect_error(ds.dim(x="F", checks = TRUE), "The input object must be a table structure!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.exists.R b/tests/testthat/test-arg-ds.exists.R
index 7e920395f..8ae2070d3 100644
--- a/tests/testthat/test-arg-ds.exists.R
+++ b/tests/testthat/test-arg-ds.exists.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.exists::arg::test errors")
+# context("ds.exists::arg::test errors")
 test_that("simple exists errors", {
     expect_error(ds.exists(), "Please provide the name of the input object!")
 })
diff --git a/tests/testthat/test-arg-ds.exp.R b/tests/testthat/test-arg-ds.exp.R
index d3a6d1ef9..c851bba34 100644
--- a/tests/testthat/test-arg-ds.exp.R
+++ b/tests/testthat/test-arg-ds.exp.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.exp::arg::test errors")
+# context("ds.exp::arg::test errors")
 test_that("exp_erros", {
     expect_error(ds.exp(), "Please provide the name of the input object!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.foobar.R b/tests/testthat/test-arg-ds.foobar.R
index 05cbde701..19f959f28 100644
--- a/tests/testthat/test-arg-ds.foobar.R
+++ b/tests/testthat/test-arg-ds.foobar.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.foobar::arg::setup")
+# context("ds.foobar::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,14 +25,13 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.foobar::arg::aggregate")
+# context("ds.foobar::arg::aggregate")
 test_that("NULL connections", {
     calltext <- call("fooBarDS")
     if (ds.test_env$driver == "ArmadilloDriver") {
-        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "no applicable method for `@` applied to an object of class \"NULL\"", fixed=TRUE)
-#        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "trying to get slot \"name\" from an object of a basic class (\"NULL\") with no slots", fixed=TRUE)
+        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "unable to find an inherited method for function 'dsIsAsync' for signature 'conn = \"NULL\"'", fixed=TRUE)
     } else if (ds.test_env$driver == "OpalDriver") {
-        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "no applicable method for `@` applied to an object of class \"NULL\"", fixed=TRUE)
+        expect_error(datashield.aggregate(conns=NULL, expr=calltext), "unable to find an inherited method for function 'dsIsAsync' for signature 'conn = \"NULL\"'", fixed=TRUE)
     } else {
         fail(message = "Unknown driver type", info = ds.test_env$driver)
     }
@@ -40,7 +40,7 @@ test_that("NULL connections", {
     expect_length(errs, 0)
 })
 
-context("ds.foobar::arg::aggregate")
+# context("ds.foobar::arg::aggregate")
 test_that("NULL expr", {
     calltext <- call("fooBarDS")
     expect_error(expect_warning(datashield.aggregate(conns=ds.test_env$connections, expr=NULL), "'x' is NULL so the result will be NULL", fixed = TRUE), "replacement has length zero", fixed = TRUE)
@@ -49,7 +49,7 @@ test_that("NULL expr", {
     expect_length(errs, 0)
 })
 
-context("ds.foobar::arg::aggregate")
+# context("ds.foobar::arg::aggregate")
 test_that("non existent aggregate foobarDS", {
     calltext <- call("fooBarDS")
     expect_error(datashield.aggregate(conns=ds.test_env$connections, expr=calltext))
@@ -65,14 +65,13 @@ test_that("non existent aggregate foobarDS", {
     expect_true(errs$sim3 %in% c("Command 'fooBarDS()' failed on 'sim3': No such DataSHIELD 'AGGREGATE' method with name: fooBarDS", "[Client error: (400) Bad Request] No such DataSHIELD 'AGGREGATE' method with name: fooBarDS", "Bad request: No such DataSHIELD 'AGGREGATE' method with name: fooBarDS"))
 })
 
-context("ds.foobar::arg::assign")
+# context("ds.foobar::arg::assign")
 test_that("NULL connections", {
     calltext <- call("fooBarDS")
     if (ds.test_env$driver == "ArmadilloDriver") {
-        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "no applicable method for `@` applied to an object of class \"NULL\"", fixed=TRUE)
-#        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "trying to get slot \"name\" from an object of a basic class (\"NULL\") with no slots", fixed=TRUE)
+        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "unable to find an inherited method for function 'dsIsAsync' for signature 'conn = \"NULL\"'", fixed=TRUE)
     } else if (ds.test_env$driver == "OpalDriver") {
-        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "no applicable method for `@` applied to an object of class \"NULL\"", fixed=TRUE)
+        expect_error(datashield.assign(conns=NULL, symbol="new_obj", value=calltext), "unable to find an inherited method for function 'dsIsAsync' for signature 'conn = \"NULL\"'", fixed=TRUE)
     } else {
         fail(message = "Unknown driver type", info = ds.test_env$driver)
     }
@@ -89,7 +88,7 @@ test_that("NULL connections", {
 #    expect_length(res, 0)
 #})
 
-context("ds.foobar::arg::assign")
+# context("ds.foobar::arg::assign")
 test_that("NULL value", {
     calltext <- call("fooBarDS")
     expect_error(datashield.assign(conns=ds.test_env$connections, symbol="new_obj", value=NULL), "Not a valid table name", fixed=TRUE)
@@ -98,7 +97,7 @@ test_that("NULL value", {
     expect_length(errs, 0)
 })
 
-context("ds.foobar::arg::assign")
+# context("ds.foobar::arg::assign")
 test_that("non existent assign foobarDS", {
     calltext <- call("fooBarDS")
     expect_error(datashield.assign(conns=ds.test_env$connections, symbol="new_obj", value=calltext))
@@ -117,7 +116,7 @@ test_that("non existent assign foobarDS", {
 # Tear down
 #
 
-context("ds.foobar::arg::shutdown")
+# context("ds.foobar::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -125,4 +124,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.foobar::arg::done")
+# context("ds.foobar::arg::done")
diff --git a/tests/testthat/test-arg-ds.gamlss.R b/tests/testthat/test-arg-ds.gamlss.R
index 7a4ec4737..c24f41efb 100644
--- a/tests/testthat/test-arg-ds.gamlss.R
+++ b/tests/testthat/test-arg-ds.gamlss.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.gamlss(list("e3_bw", "e3_gac_None"))
 # Tests
 #
 
-context("ds.gamlss::arg::test errors")
+# context("ds.gamlss::arg::test errors")
 test_that("gamlss_errors", {
     expect_error(ds.gamlss(), " Please provide a valid formula!", fixed=TRUE)
     expect_error(ds.gamlss(formula="e3_bw ~ e3_gac_None", method="RG"), "Argument 'method' must be either 'RS', 'CG' or 'mixed'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.glm.R b/tests/testthat/test-arg-ds.glm.R
index 0724e206b..fbf1a880f 100644
--- a/tests/testthat/test-arg-ds.glm.R
+++ b/tests/testthat/test-arg-ds.glm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.glm::arg::test errors")
+# context("ds.glm::arg::test errors")
 test_that("glm_errors", {
     expect_error(ds.glm(), " Please provide a valid regression formula!", fixed=TRUE)
     expect_error(ds.glm("D$LAB_TSC~D$LAB_TSC"), " Please provide a valid 'family' argument!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.glmPredict.R b/tests/testthat/test-arg-ds.glmPredict.R
index 579fa5b54..52c70b5c1 100644
--- a/tests/testthat/test-arg-ds.glmPredict.R
+++ b/tests/testthat/test-arg-ds.glmPredict.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,14 +19,14 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB",
 # Tests
 #
 
-context("ds.glmPredict::arg::test _glmname_ arg is correct object")
+# context("ds.glmPredict::arg::test _glmname_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict(), "<glmname> is not set, please specify it as a character string containing the name of a valid glm class object on the serverside", fixed=TRUE)
   
   expect_error(ds.glmPredict("ABC"), "The input object ABC is not defined in sim1, sim2, sim3!", fixed=TRUE)
 })
 
-context("ds.glmPredict::arg::setting up glm obj for further testing")
+# context("ds.glmPredict::arg::setting up glm obj for further testing")
 test_that("glmPredict_errors", {
   #glm.obj <- ds.glmSLMA('D$LAB_TSC~D$LAB_TSC', family="gaussian", newobj="gaussian.glmslma.obj")
   #glmSLMA.res <- ds.glmSLMA('D$DIS_DIAB~D$LAB_TRIG', family="binomial", newobj="binomial.glmslma.obj")
@@ -37,7 +38,7 @@ test_that("glmPredict_errors", {
   expect_equal(glmSLMA.res$validity.check, "<gaussian.glmslma.obj> appears valid in all sources")
 })
 
-context("ds.glmPredict::arg::test _newdataname_ arg is correct object")
+# context("ds.glmPredict::arg::test _newdataname_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = "help"),"There are some DataSHIELD errors, list them with datashield.errors()", fixed=TRUE)
   # TODO: "some DataSHIELD errors" is unhelpful and needs improvement
@@ -46,13 +47,13 @@ test_that("glmPredict_errors", {
   expect_true(all(c("sim1","sim2","sim3") %in% names(datashield.errors())))
 })
 
-context("ds.glmPredict::arg::test _output.type_ arg is correct object")
+# context("ds.glmPredict::arg::test _output.type_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = NULL), "missing value where TRUE/FALSE needed", fixed=TRUE)
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = 'blah'), "<output.type> is not correctly set, please specify it as one of three character strings: 'link', 'response', or 'terms'", fixed=TRUE)
 })
 
-context("ds.glmPredict::arg::test _se.fit_ arg is correct object")
+# context("ds.glmPredict::arg::test _se.fit_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = "response", se.fit = "1"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -66,12 +67,12 @@ test_that("glmPredict_errors", {
 #  res <- ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = "response", se.fit = FALSE, dispersion = "thereisnothingontheservercalledthis")
 #})
 
-context("ds.glmPredict::arg::test _terms_ arg is correct object")
+# context("ds.glmPredict::arg::test _terms_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = "terms", se.fit = FALSE, dispersion = NULL, terms="thereisnothingontheservercalledthis2"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 })
 
-context("ds.glmPredict::arg::test _na.action_ arg is correct object")
+# context("ds.glmPredict::arg::test _na.action_ arg is correct object")
 test_that("glmPredict_errors", {
   expect_error(ds.glmPredict("gaussian.glmslma.obj", newdataname = NULL, output.type = "response", se.fit = FALSE, dispersion = NULL, terms=NULL, na.action= "na.other"), "<na.action> is not correctly set, please specify it as one of four character strings: 'na.fail', 'na.omit', 'na.exclude' or 'na.pass'", fixed = TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.glmSLMA.R b/tests/testthat/test-arg-ds.glmSLMA.R
index ce4dbe735..4180f91af 100644
--- a/tests/testthat/test-arg-ds.glmSLMA.R
+++ b/tests/testthat/test-arg-ds.glmSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.glmSLMA::arg::test errors")
+# context("ds.glmSLMA::arg::test errors")
 test_that("glmSLMA_errors", {
   expect_error(ds.glmSLMA(), " Please provide a valid regression formula!", fixed=TRUE)
   
diff --git a/tests/testthat/test-arg-ds.glmerSLMA.R b/tests/testthat/test-arg-ds.glmerSLMA.R
index 84662f7f2..36c80bb5b 100644
--- a/tests/testthat/test-arg-ds.glmerSLMA.R
+++ b/tests/testthat/test-arg-ds.glmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmerSLMA::arg::setup")
+# context("ds.glmerSLMA::arg::setup")
 
 connect.studies.dataset.cluster.int(list("incid_rate", "trtGrp", "Male", "idDoctor", "idSurgery"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Test
 #
 
-context("ds.glmerSLMA::arg::testing")
+# context("ds.glmerSLMA::arg::testing")
 test_that("simple glmerSLMA tesing (mis)use of arguments", {
     expect_error(ds.glmerSLMA(formula = 'incid_rate ~ trtGrp + Male + (1|idDoctor)', dataName = 'D'), " Please provide a valid 'family' argument!", fixed=TRUE)
 
@@ -53,7 +54,7 @@ test_that("simple glmerSLMA tesing (mis)use of arguments", {
 # Shutdown
 #
 
-context("ds.glmerSLMA::arg::shutdown")
+# context("ds.glmerSLMA::arg::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "offset", "weights"))
@@ -65,4 +66,4 @@ disconnect.studies.dataset.cluster.int()
 # Done
 #
 
-context("ds.glmerSLMA::arg::done")
+# context("ds.glmerSLMA::arg::done")
diff --git a/tests/testthat/test-arg-ds.isNA.R b/tests/testthat/test-arg-ds.isNA.R
index 27c9bffcb..433857a75 100644
--- a/tests/testthat/test-arg-ds.isNA.R
+++ b/tests/testthat/test-arg-ds.isNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_HDL"))
 # Tests
 #
 
-context("ds.isNA::arg::errors")
+# context("ds.isNA::arg::errors")
 test_that("isNA errors", {
     expect_error(ds.isNA(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.isValid.R b/tests/testthat/test-arg-ds.isValid.R
index 65d843cc7..37fbf21a5 100644
--- a/tests/testthat/test-arg-ds.isValid.R
+++ b/tests/testthat/test-arg-ds.isValid.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_HDL"))
 # Tests
 #
 
-context("ds.isValid::arg::errors")
+# context("ds.isValid::arg::errors")
 test_that("isValid errors", {
     expect_error(ds.isValid(), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(ds.isValid("D$NOT_THERE"), "The input object D$NOT_THERE is not defined in sim1, sim2, sim3!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.kurtosis.R b/tests/testthat/test-arg-ds.kurtosis.R
index db80a0788..0d8118e12 100644
--- a/tests/testthat/test-arg-ds.kurtosis.R
+++ b/tests/testthat/test-arg-ds.kurtosis.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.kurtosis::arg::setup")
+# context("ds.kurtosis::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.kurtosis::arg::test errors")
+# context("ds.kurtosis::arg::test errors")
 test_that("kurtosis_erros", {
     expect_error(ds.kurtosis(), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(ds.kurtosis(x='D$LAB_TSC', type='datashield'), "Function argument \"type\" has to be either \"both\", \"combine\" or \"split\"", fixed=TRUE)
@@ -36,7 +37,7 @@ test_that("kurtosis_erros", {
 # Done
 #
 
-context("ds.kurtosis::arg::shutdown")
+# context("ds.kurtosis::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -44,4 +45,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.kurtosis::arg::done")
+# context("ds.kurtosis::arg::done")
diff --git a/tests/testthat/test-arg-ds.length.R b/tests/testthat/test-arg-ds.length.R
index 87d5f3b3c..06ce3a7a5 100644
--- a/tests/testthat/test-arg-ds.length.R
+++ b/tests/testthat/test-arg-ds.length.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.length::arg::test errors")
+# context("ds.length::arg::test errors")
 test_that("length_erros", {
     ds.asMatrix(x='D$LAB_TSC', newobj="not_a_numeric")
 
diff --git a/tests/testthat/test-arg-ds.levels.R b/tests/testthat/test-arg-ds.levels.R
index 6f94c4ec9..cf6bf974b 100644
--- a/tests/testthat/test-arg-ds.levels.R
+++ b/tests/testthat/test-arg-ds.levels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.levels::arg")
+# context("ds.levels::arg")
 test_that("simple levels", {
     expect_error(ds.levels(), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(ds.levels("LAB_TSC"), "The input object LAB_TSC is not defined in sim1, sim2, sim3!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.lexis.R b/tests/testthat/test-arg-ds.lexis.R
index 681598e07..52d1657df 100644
--- a/tests/testthat/test-arg-ds.lexis.R
+++ b/tests/testthat/test-arg-ds.lexis.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -19,12 +19,12 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.lexis::arg::test errors")
+# context("ds.lexis::arg::test errors")
 test_that("lexis_erros", {
     expect_error(ds.lexis(), "Please provide the name of the column that holds the subject IDs!", fixed=TRUE)
 })
 
-context("ds.lexis::arg::test intervalWidth")
+# context("ds.lexis::arg::test intervalWidth")
 test_that("simple lexis", {
     expect_error(ds.lexis(data='D', intervalWidth = NA, idCol = 'D$id', entryCol = 'D$starttime', exitCol = 'D$endtime', statusCol = 'D$cens', variables = c('D$age.60'), expandDF = 'EM.new'), "Please provide a (non-zero) single numeric value or vector to identify the survival time intervals", fixed = TRUE)
     expect_error(ds.lexis(data='D', intervalWidth = NULL, idCol = 'D$id', entryCol = 'D$starttime', exitCol = 'D$endtime', statusCol = 'D$cens', variables = c('D$age.60'), expandDF = 'EM.new'), "Please provide a (non-zero) single numeric value or vector to identify the survival time intervals", fixed = TRUE)
diff --git a/tests/testthat/test-arg-ds.list.R b/tests/testthat/test-arg-ds.list.R
index ffbcb7496..b2bc229d6 100644
--- a/tests/testthat/test-arg-ds.list.R
+++ b/tests/testthat/test-arg-ds.list.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.list::arg::test errors")
+# context("ds.list::arg::test errors")
 test_that("simple ds.list errors", {
     expect_error(ds.list(), "x=NULL. Please provide the names of the objects to coerce into a list!")
 })
diff --git a/tests/testthat/test-arg-ds.lmerSLMA.R b/tests/testthat/test-arg-ds.lmerSLMA.R
index bd229260b..d5f6510da 100644
--- a/tests/testthat/test-arg-ds.lmerSLMA.R
+++ b/tests/testthat/test-arg-ds.lmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.lmerSLMA::arg::setup")
+# context("ds.lmerSLMA::arg::setup")
 
 connect.studies.dataset.cluster.int(list("incid_rate", "trtGrp", "Male", "idDoctor", "BMI", "idSurgery"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lmerSLMA::arg")
+# context("ds.lmerSLMA::arg")
 test_that("simple lmerSLMA tesing (mis)use of arguments", {
     res <- ds.lmerSLMA(formula = 'incid_rate ~ trtGrp + Male', dataName = 'D')
     expect_equal(res$study1$errorMessage, "No random effects terms specified in formula", fixed=TRUE)
@@ -50,7 +51,7 @@ test_that("simple lmerSLMA tesing (mis)use of arguments", {
 # Shutdown
 #
 
-context("ds.lmerSLMA::arg::shutdown")
+# context("ds.lmerSLMA::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "offset", "offset.to.use", "weights", "weights.to.use"))
@@ -62,4 +63,4 @@ disconnect.studies.dataset.cluster.int()
 # Done
 #
 
-context("ds.lmerSLMA::arg::done")
+# context("ds.lmerSLMA::arg::done")
diff --git a/tests/testthat/test-arg-ds.log.R b/tests/testthat/test-arg-ds.log.R
index d2510c08f..b51cdf7d4 100644
--- a/tests/testthat/test-arg-ds.log.R
+++ b/tests/testthat/test-arg-ds.log.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.log::arg::test errors")
+# context("ds.log::arg::test errors")
 test_that("log_erros", {
     expect_error(ds.log(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.look.R b/tests/testthat/test-arg-ds.look.R
index f1d7e6951..705660be7 100644
--- a/tests/testthat/test-arg-ds.look.R
+++ b/tests/testthat/test-arg-ds.look.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.look::arg::test errors")
+# context("ds.look::arg::test errors")
 test_that("look_erros", {
     expect_error(expect_warning(ds.look(checks=TRUE), "'ds.look' is deprecated.", fixed = TRUE), "<toAggregate> missing, please give an expression/function in inverted commas\n", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.ls.R b/tests/testthat/test-arg-ds.ls.R
index 9509a527f..bf24b112d 100644
--- a/tests/testthat/test-arg-ds.ls.R
+++ b/tests/testthat/test-arg-ds.ls.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ls::arg::setup")
+# context("ds.ls::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,9 +25,9 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ls::arg")
+# context("ds.ls::arg")
 test_that("containing escape sequence", {
-    res1 <- ds.ls(search.filter="_:A:_Enviroment")
+    res1 <- ds.ls(search.filter="_:A:_Environment")
 
     expect_length(res1, 1)
     expect_equal(res1, "Warning: Code replacing wildcard (i.e. '*') is '_:A:_' but this appears in your original search filter string - please respecify")
@@ -36,7 +37,7 @@ test_that("containing escape sequence", {
     expect_length(res2, 1)
     expect_equal(res2, "Warning: Code replacing wildcard (i.e. '*') is '_:A:_' but this appears in your original search filter string - please respecify")
 
-    res3 <- ds.ls(search.filter="Enviroment_:A:_")
+    res3 <- ds.ls(search.filter="Environment_:A:_")
 
     expect_length(res3, 1)
     expect_equal(res3, "Warning: Code replacing wildcard (i.e. '*') is '_:A:_' but this appears in your original search filter string - please respecify")
@@ -46,7 +47,7 @@ test_that("containing escape sequence", {
 # Shutdown
 #
 
-context("ds.ls::arg::shutdown")
+# context("ds.ls::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -58,4 +59,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.ls::arg::done")
+# context("ds.ls::arg::done")
diff --git a/tests/testthat/test-arg-ds.make.R b/tests/testthat/test-arg-ds.make.R
index c71f5b399..170b6f113 100644
--- a/tests/testthat/test-arg-ds.make.R
+++ b/tests/testthat/test-arg-ds.make.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,8 +19,8 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.make::arg::test errors")
-test_that("make_errors", {
+# context("ds.make::arg::test errors")
+test_that("make_erros", {
     expect_error(ds.make(), "Please give the name of object to assign or an expression to evaluate and assign.!\n", fixed=TRUE)
 })
 
diff --git a/tests/testthat/test-arg-ds.matrix.R b/tests/testthat/test-arg-ds.matrix.R
index 2201a4f40..c6cf9089e 100644
--- a/tests/testthat/test-arg-ds.matrix.R
+++ b/tests/testthat/test-arg-ds.matrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrix::arg::test errors")
+# context("ds.matrix::arg::test errors")
 test_that("matrix_erros", {
     res <- ds.matrix(mdata=NULL)
 
diff --git a/tests/testthat/test-arg-ds.matrixDet.R b/tests/testthat/test-arg-ds.matrixDet.R
index 37d633fa9..c598d81b7 100644
--- a/tests/testthat/test-arg-ds.matrixDet.R
+++ b/tests/testthat/test-arg-ds.matrixDet.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixDet::arg::test errors")
+# context("ds.matrixDet::arg::test errors")
 test_that("matrixDet_erros", {
     res <- ds.matrixDet()
 
diff --git a/tests/testthat/test-arg-ds.matrixDet.report.R b/tests/testthat/test-arg-ds.matrixDet.report.R
index 6bb0bc6c3..d76b92392 100644
--- a/tests/testthat/test-arg-ds.matrixDet.report.R
+++ b/tests/testthat/test-arg-ds.matrixDet.report.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixDet.report::arg::test errors")
+# context("ds.matrixDet.report::arg::test errors")
 
 test_that("ds.matixDet.report erros", {
     res <- ds.matrixDet.report(M1=NULL)
diff --git a/tests/testthat/test-arg-ds.matrixDiag.R b/tests/testthat/test-arg-ds.matrixDiag.R
index e022d23cf..0dc152ff2 100644
--- a/tests/testthat/test-arg-ds.matrixDiag.R
+++ b/tests/testthat/test-arg-ds.matrixDiag.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixDiag::arg::test errors")
+# context("ds.matrixDiag::arg::test errors")
 test_that("matrixDiag_erros", {
     res <- ds.matrixDiag()
 
diff --git a/tests/testthat/test-arg-ds.matrixDimnames.R b/tests/testthat/test-arg-ds.matrixDimnames.R
index 02a1f33b5..c6da09344 100644
--- a/tests/testthat/test-arg-ds.matrixDimnames.R
+++ b/tests/testthat/test-arg-ds.matrixDimnames.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixDimnames::arg::test errors")
+# context("ds.matrixDimnames::arg::test errors")
 test_that("matrixDimnames_erros", {
     res <- ds.matrixDimnames()
 
diff --git a/tests/testthat/test-arg-ds.matrixInvert.R b/tests/testthat/test-arg-ds.matrixInvert.R
index 3718d6d07..dfed18dd6 100644
--- a/tests/testthat/test-arg-ds.matrixInvert.R
+++ b/tests/testthat/test-arg-ds.matrixInvert.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixInvert::arg::test errors")
+# context("ds.matrixInvert::arg::test errors")
 test_that("matrixInvert_erros", {
     res <- ds.matrixInvert()
 
diff --git a/tests/testthat/test-arg-ds.matrixMult.R b/tests/testthat/test-arg-ds.matrixMult.R
index 1ab873494..95564e0d5 100644
--- a/tests/testthat/test-arg-ds.matrixMult.R
+++ b/tests/testthat/test-arg-ds.matrixMult.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixMult::arg::test errors")
+# context("ds.matrixMult::arg::test errors")
 test_that("matrixMult_erros", {
     res <- ds.matrixMult()
 
diff --git a/tests/testthat/test-arg-ds.matrixTranspose.R b/tests/testthat/test-arg-ds.matrixTranspose.R
index ff94f60f0..d78c69041 100644
--- a/tests/testthat/test-arg-ds.matrixTranspose.R
+++ b/tests/testthat/test-arg-ds.matrixTranspose.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.matrixTranspose::arg::test errors")
+# context("ds.matrixTranspose::arg::test errors")
 test_that("matrixTranspose_erros", {
     res <- ds.matrixTranspose()
 
diff --git a/tests/testthat/test-arg-ds.mean.R b/tests/testthat/test-arg-ds.mean.R
index b28fdcbde..96ef958ba 100644
--- a/tests/testthat/test-arg-ds.mean.R
+++ b/tests/testthat/test-arg-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.mean::arg::test errors")
+# context("ds.mean::arg::test errors")
 test_that("mean_erros", {
     ds.asCharacter(x='D$LAB_TSC', newobj="not_a_numeric")
 
diff --git a/tests/testthat/test-arg-ds.meanByClass.R b/tests/testthat/test-arg-ds.meanByClass.R
index b829e05b9..c4de0a22b 100644
--- a/tests/testthat/test-arg-ds.meanByClass.R
+++ b/tests/testthat/test-arg-ds.meanByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC","LAB_HDL","GENDER","DIS_DIAB","PM_B
 # Tests
 #
 
-context("ds.meanByClass::arg::test errors")
+# context("ds.meanByClass::arg::test errors")
 test_that("meanByClass_erros", {
     ds.asCharacter(x='D$GENDER', newobj="not_a_numeric")
     ds.asCharacter(x='D$GENDER', newobj="not_a_factor")
diff --git a/tests/testthat/test-arg-ds.meanSdGp.R b/tests/testthat/test-arg-ds.meanSdGp.R
index bacc72410..bac7b2c46 100644
--- a/tests/testthat/test-arg-ds.meanSdGp.R
+++ b/tests/testthat/test-arg-ds.meanSdGp.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.meanSdGp::arg::test errors")
+# context("ds.meanSdGp::arg::test errors")
 test_that("meanSdGp_erros", {
     expect_error(ds.meanSdGp(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.merge.R b/tests/testthat/test-arg-ds.merge.R
index 5f6ccf385..4bb0bb8b4 100644
--- a/tests/testthat/test-arg-ds.merge.R
+++ b/tests/testthat/test-arg-ds.merge.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.merge::arg::test errors")
+# context("ds.merge::arg::test errors")
 test_that("merge_erros", {
     expect_error(ds.merge(), "Please provide the name (eg 'name1') of first dataframe to be merged (called x) ", fixed=TRUE)
     expect_error(ds.merge(x.name="A"), "Please provide the name (eg 'name2') of second dataframe to be merged (called y) ", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.message.R b/tests/testthat/test-arg-ds.message.R
index 960e9811d..ea55ca136 100644
--- a/tests/testthat/test-arg-ds.message.R
+++ b/tests/testthat/test-arg-ds.message.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.message::arg")
+# context("ds.message::arg")
 test_that("request message for NULL", {
     expect_error(expect_warning(ds.message(NULL), "'ds.message' is deprecated.", fixed = TRUE), "Please provide the name of the studyside list object that holds the message\n in character format ie: 'object.name' in inverted commas", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.metadata.R b/tests/testthat/test-arg-ds.metadata.R
index 6c05ee0a7..b31209f9a 100644
--- a/tests/testthat/test-arg-ds.metadata.R
+++ b/tests/testthat/test-arg-ds.metadata.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.metadata::arg::setup")
+# context("ds.metadata::arg::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.metadata::arg")
+# context("ds.metadata::arg")
 test_that("missing variable", {
     expect_error(ds.metadata(x='E'), "The input object E is not defined in sim1, sim2, sim3!", fixed = TRUE)
 })
@@ -41,7 +42,7 @@ test_that("missing column", {
 # Tear down
 #
 
-context("ds.metadata::arg::shutdown")
+# context("ds.metadata::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -49,4 +50,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.metadata::arg::done")
+# context("ds.metadata::arg::done")
diff --git a/tests/testthat/test-arg-ds.mice.R b/tests/testthat/test-arg-ds.mice.R
index 4c2c21d33..a90c9c166 100644
--- a/tests/testthat/test-arg-ds.mice.R
+++ b/tests/testthat/test-arg-ds.mice.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.mice::arg::test errors")
+# context("ds.mice::arg::test errors")
 test_that("mice_errors", {
     expect_error(ds.mice(), "Please provide the name of the dataframe or matrix that contains the incomplete data!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.names.R b/tests/testthat/test-arg-ds.names.R
index 1c7fb10ae..f8c049106 100644
--- a/tests/testthat/test-arg-ds.names.R
+++ b/tests/testthat/test-arg-ds.names.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.names::arg::test errors")
+# context("ds.names::arg::test errors")
 test_that("simple ds.names errors", {
     expect_error(ds.names(), "Please provide the name of the input list!", fixed=TRUE)
 
diff --git a/tests/testthat/test-arg-ds.ns.R b/tests/testthat/test-arg-ds.ns.R
index b63c944a2..56fb58f5a 100644
--- a/tests/testthat/test-arg-ds.ns.R
+++ b/tests/testthat/test-arg-ds.ns.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ns::arg::setup")
+# context("ds.ns::arg::setup")
 
 connect.studies.dataset.cnsim(list("PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ns::arg::test errors")
+# context("ds.ns::arg::test errors")
 test_that("ns_errors", {
     expect_error(ds.ns(), "argument \"x\" is missing, with no default", fixed=TRUE)
     expect_error(ds.qlspline(x=NULL), "Please provide the name of the input variable x!", fixed=TRUE)
@@ -34,7 +35,7 @@ test_that("ns_errors", {
 # Done
 #
 
-context("ds.ns::arg::shutdown")
+# context("ds.ns::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -42,4 +43,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ns::arg::done")
+# context("ds.ns::arg::done")
diff --git a/tests/testthat/test-arg-ds.numNA.R b/tests/testthat/test-arg-ds.numNA.R
index 62d1af6d9..be436303a 100644
--- a/tests/testthat/test-arg-ds.numNA.R
+++ b/tests/testthat/test-arg-ds.numNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.numNA::arg::test errors")
+# context("ds.numNA::arg::test errors")
 test_that("simple ds.numNA errors", {
     expect_error(ds.numNA(), "Please provide the name of a vector!")
 })
diff --git a/tests/testthat/test-arg-ds.qlspline.R b/tests/testthat/test-arg-ds.qlspline.R
index 697b2898e..c7ff7650a 100644
--- a/tests/testthat/test-arg-ds.qlspline.R
+++ b/tests/testthat/test-arg-ds.qlspline.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.qlspline::arg::setup")
+# context("ds.qlspline::arg::setup")
 
 connect.studies.dataset.cnsim(list("PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.qlspline::arg::test errors")
+# context("ds.qlspline::arg::test errors")
 test_that("qlspline_errors", {
     expect_error(ds.qlspline(), "argument \"x\" is missing, with no default", fixed=TRUE)
     expect_error(ds.qlspline(x=NULL), "Please provide the name of the input variable x!", fixed=TRUE)
@@ -36,7 +37,7 @@ test_that("qlspline_errors", {
 # Done
 #
 
-context("ds.qlspline::arg::shutdown")
+# context("ds.qlspline::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -44,4 +45,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.qlspline::arg::done")
+# context("ds.qlspline::arg::done")
diff --git a/tests/testthat/test-arg-ds.quantileMean.R b/tests/testthat/test-arg-ds.quantileMean.R
index 2f94db2cc..4d1587628 100644
--- a/tests/testthat/test-arg-ds.quantileMean.R
+++ b/tests/testthat/test-arg-ds.quantileMean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list('LAB_HDL'))
 # Tests
 #
 
-context("ds.quantileMean::arg::test errors")
+# context("ds.quantileMean::arg::test errors")
 ds.asCharacter(x='D$LAB_HDL', newobj="not_a_numeric")
 test_that("quantileMean_erros", {
     expect_error(ds.quantileMean(), "Please provide the name of the input vector!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.rBinom.R b/tests/testthat/test-arg-ds.rBinom.R
index e031196a6..8d4100bde 100644
--- a/tests/testthat/test-arg-ds.rBinom.R
+++ b/tests/testthat/test-arg-ds.rBinom.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rBinom::arg::test errors")
+# context("ds.rBinom::arg::test errors")
 test_that("rBinom_erros", {
     error.message <- ds.rBinom(seed.as.integer='Value')
 
diff --git a/tests/testthat/test-arg-ds.rNorm.R b/tests/testthat/test-arg-ds.rNorm.R
index 0f3cb82c5..d4ec8075b 100644
--- a/tests/testthat/test-arg-ds.rNorm.R
+++ b/tests/testthat/test-arg-ds.rNorm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rNorm::arg::test errors")
+# context("ds.rNorm::arg::test errors")
 test_that("rNorm_erros", {
     error.message <- ds.rNorm(seed.as.integer='Value')
 
diff --git a/tests/testthat/test-arg-ds.rPois.R b/tests/testthat/test-arg-ds.rPois.R
index 047064f97..707ca3813 100644
--- a/tests/testthat/test-arg-ds.rPois.R
+++ b/tests/testthat/test-arg-ds.rPois.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rPois::arg::test errors")
+# context("ds.rPois::arg::test errors")
 test_that("rPois_erros", {
     error.message <- ds.rPois(seed.as.integer='Value')
 
diff --git a/tests/testthat/test-arg-ds.rUnif.R b/tests/testthat/test-arg-ds.rUnif.R
index bfe839e64..be046e8e5 100644
--- a/tests/testthat/test-arg-ds.rUnif.R
+++ b/tests/testthat/test-arg-ds.rUnif.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rUnif::arg::test errors")
+# context("ds.rUnif::arg::test errors")
 test_that("rUnif_erros", {
     error.message <- ds.rUnif(seed.as.integer='Value')
 
diff --git a/tests/testthat/test-arg-ds.ranksSecure.R b/tests/testthat/test-arg-ds.ranksSecure.R
index 18778ccaf..fc6b99e1f 100644
--- a/tests/testthat/test-arg-ds.ranksSecure.R
+++ b/tests/testthat/test-arg-ds.ranksSecure.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ranksSecure::arg::setup")
+# context("ds.ranksSecure::arg::setup")
 
 connect.all.datasets()
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ranksSecure::arg::missing variable")
+# context("ds.ranksSecure::arg::missing variable")
 test_that("missing variable", {
     expect_error(ds.ranksSecure("LAB_MISSING"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -36,7 +37,7 @@ test_that("missing variable", {
     expect_match(res.errors$study3, "* object 'LAB_MISSING' not found")
 })
 
-context("ds.ranksSecure::arg::NULL variable")
+# context("ds.ranksSecure::arg::NULL variable")
 test_that("NULL variable", {
     DSI::datashield.assign.expr(conns = ds.test_env$connections, symbol = "LAB_NULL", expr = "NULL")
 
@@ -57,7 +58,7 @@ test_that("NULL variable", {
     expect_match(res.errors$study3, "* Error in stats::complete.cases\\(input.var\\) : \n  no input has determined the number of cases")
 })
 
-context("ds.ranksSecure::arg::'text' variable")
+# context("ds.ranksSecure::arg::'text' variable")
 test_that("'text' variable", {
     expect_error(ds.ranksSecure("D$CHARACTER"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -69,12 +70,12 @@ test_that("'text' variable", {
     expect_match(res.errors$study3, "* Error in \\(1 - h\\) \\* qs\\[i\\] : non-numeric argument to binary operator")
 })
 
-context("ds.ranksSecure::arg::'logical' variable")
+# context("ds.ranksSecure::arg::'logical' variable")
 test_that("'logical' variable", {
     expect_error(ds.ranksSecure("D$LOGICAL"), "FAILED: one of the extreme quantile estimates is NA probably because of a cluster of values at one end of the range of possible values. Try setting a narrower range of quantile values via the <quantiles.for.estimation> argument", fixed = TRUE)
 })
 
-context("ds.ranksSecure::arg::'integer factor' variable")
+# context("ds.ranksSecure::arg::'integer factor' variable")
 test_that("'integer factor' variable", {
     expect_error(expect_warning(ds.ranksSecure("D$INTEGER_FACTOR"), "no non-missing arguments to max; returning -Inf", fixed = TRUE), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -90,7 +91,7 @@ test_that("'integer factor' variable", {
 # Done
 #
 
-context("ds.ranksSecure::arg::shutdown")
+# context("ds.ranksSecure::arg::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "LAB_NULL", "input.mean.sd.df", "min.max.df", "summary.ranks.df", "testvar.ranks"))
@@ -98,4 +99,4 @@ test_that("setup", {
 
 disconnect.all.datasets()
 
-context("ds.ranksSecure::arg::done")
+# context("ds.ranksSecure::arg::done")
diff --git a/tests/testthat/test-arg-ds.rbind.R b/tests/testthat/test-arg-ds.rbind.R
index e25b36a19..3a4ed9f27 100644
--- a/tests/testthat/test-arg-ds.rbind.R
+++ b/tests/testthat/test-arg-ds.rbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.rbind::arg::test errors")
+# context("ds.rbind::arg::test errors")
 test_that("rbind_erros", {
     expect_error(ds.rbind(), "Please provide a vector of character strings holding the name of the input elements!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.reShape.R b/tests/testthat/test-arg-ds.reShape.R
index f38f9ab7c..ed8e8102b 100644
--- a/tests/testthat/test-arg-ds.reShape.R
+++ b/tests/testthat/test-arg-ds.reShape.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.reShape::arg::test errors")
+# context("ds.reShape::arg::test errors")
 test_that("reShape_erros", {
     expect_error(ds.reShape(), "Please provide the name of the list that holds the input vectors!", fixed=TRUE)
     expect_error(ds.reShape(data.name="test", sep=TRUE), "'sep' must be a character string", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.recodeLevels.R b/tests/testthat/test-arg-ds.recodeLevels.R
index 597b6e9ce..88b4b36e5 100644
--- a/tests/testthat/test-arg-ds.recodeLevels.R
+++ b/tests/testthat/test-arg-ds.recodeLevels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("PM_BMI_CATEGORICAL", "LAB_TSC"))
 # Tests
 #
 
-context("ds.recodeLevels::arg::test errors")
+# context("ds.recodeLevels::arg::test errors")
 test_that("recodeLevels_erros", {
     expect_error(expect_warning(ds.recodeLevels(), "'ds.recodeLevels' is deprecated.", fixed = TRUE), " End of process!", fixed=TRUE)
     expect_error(expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL'), "'ds.recodeLevels' is deprecated.", fixed = TRUE), " End of process!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.recodeValues.R b/tests/testthat/test-arg-ds.recodeValues.R
index a5b747dc4..74a2da507 100644
--- a/tests/testthat/test-arg-ds.recodeValues.R
+++ b/tests/testthat/test-arg-ds.recodeValues.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.recodeValues::arg::test errors")
+# context("ds.recodeValues::arg::test errors")
 test_that("recodeValues_erros", {
     expect_error(ds.recodeValues(), "Please provide the name of the variable to be recoded: eg 'xxx'", fixed=TRUE)
     expect_error(ds.recodeValues('D$LAB_TSC'), "Please provide a vector in the 'values2replace.vector' argument specifying\n         the values to be replaced eg c(1,7)", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.rep.R b/tests/testthat/test-arg-ds.rep.R
index 0ac3a0dfb..f9c2ec6ba 100644
--- a/tests/testthat/test-arg-ds.rep.R
+++ b/tests/testthat/test-arg-ds.rep.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::arg::setup")
+# context("ds.rep::arg::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -20,7 +21,7 @@ connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 # Tests
 #
 
-context("ds.rep::arg::test errors")
+# context("ds.rep::arg::test errors")
 
 test_that("ds.rep erros", {
     res <- ds.rep()
@@ -32,8 +33,8 @@ test_that("ds.rep erros", {
 # Done
 #
 
-context("ds.rep::arg::shutdown")
+# context("ds.rep::arg::shutdown")
 
 disconnect.studies.dataset.survival()
 
-context("ds.rep::arg::done")
+# context("ds.rep::arg::done")
diff --git a/tests/testthat/test-arg-ds.replaceNA.R b/tests/testthat/test-arg-ds.replaceNA.R
index b768a93fa..acd8c7b7e 100644
--- a/tests/testthat/test-arg-ds.replaceNA.R
+++ b/tests/testthat/test-arg-ds.replaceNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.replaceNA::arg::test errors")
+# context("ds.replaceNA::arg::test errors")
 test_that("simple ds.replaceNA errors", {
     expect_error(ds.replaceNA(), "Please provide the name of a vector!", fixed=TRUE)
     expect_error(ds.replaceNA(x="D$LAB_TSC"), "Please provide a list of replacement values!", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.rm.R b/tests/testthat/test-arg-ds.rm.R
index ee4f5e3fb..bb674bca1 100644
--- a/tests/testthat/test-arg-ds.rm.R
+++ b/tests/testthat/test-arg-ds.rm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 # Tests
 #
 
-context("ds.rm::arg::test errors")
+# context("ds.rm::arg::test errors")
 
 test_that("ds.rm erros", {
     expect_error(ds.rm(), "Please provide the names of the objects to be deleted (eg 'object.name') as the x.names argument", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.rowColCalc.R b/tests/testthat/test-arg-ds.rowColCalc.R
index 9fc14230f..76b8604bb 100644
--- a/tests/testthat/test-arg-ds.rowColCalc.R
+++ b/tests/testthat/test-arg-ds.rowColCalc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 # Tests
 #
 
-context("ds.rowColCalc::arg::test errors")
+# context("ds.rowColCalc::arg::test errors")
 test_that("rowColCalc_errors", {
     expect_error(ds.rowColCalc(), "Please provide the name of a data.frame or matrix!", fixed=TRUE)
     expect_error(ds.rowColCalc(x='D', newobj="rsum_hdl_tsc"), "'operation' = NULL. Please set it to 'rowSums', 'colSums', 'rowMeans' or 'colMeans'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.sample.R b/tests/testthat/test-arg-ds.sample.R
index 0d14e79f4..f84f4c3e7 100644
--- a/tests/testthat/test-arg-ds.sample.R
+++ b/tests/testthat/test-arg-ds.sample.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.sample::arg::setup")
+# context("ds.sample::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -20,7 +21,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.sample::arg::test errors")
+# context("ds.sample::arg::test errors")
 test_that("cov_erros", {
     res1 <- ds.sample()
     expect_equal(res1, 'Error: x must denote a character string naming the serverside object to be sampled or an integer N denoting permute 1:N', fixed=TRUE)
@@ -34,7 +35,7 @@ test_that("cov_erros", {
 # Shutdown
 #
 
-context("ds.sample::arg::shutdown")
+# context("ds.sample::arg::shutdown")
 
 disconnect.studies.dataset.cnsim()
 
@@ -42,4 +43,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.sample::arg::done")
+# context("ds.sample::arg::done")
diff --git a/tests/testthat/test-arg-ds.seq.R b/tests/testthat/test-arg-ds.seq.R
index 7ba77b7b0..3d047e7e4 100644
--- a/tests/testthat/test-arg-ds.seq.R
+++ b/tests/testthat/test-arg-ds.seq.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.seq::arg::test errors")
+# context("ds.seq::arg::test errors")
 test_that("seq_erros", {
     expect_error(ds.seq(FROM.value.char="Test"), "object 'Test' not found", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.setSeed.R b/tests/testthat/test-arg-ds.setSeed.R
index 441275817..1bf41b5ca 100644
--- a/tests/testthat/test-arg-ds.setSeed.R
+++ b/tests/testthat/test-arg-ds.setSeed.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.setSeed::arg::test errors")
+# context("ds.setSeed::arg::test errors")
 test_that("setSeed_erros", {
     res <- ds.setSeed(seed.as.integer="Test")
 
diff --git a/tests/testthat/test-arg-ds.skewness.R b/tests/testthat/test-arg-ds.skewness.R
index cc1751a69..6a9440cc7 100644
--- a/tests/testthat/test-arg-ds.skewness.R
+++ b/tests/testthat/test-arg-ds.skewness.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.skewness::arg::setup")
+# context("ds.skewness::arg::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.skewness::arg::test errors")
+# context("ds.skewness::arg::test errors")
 test_that("skewness_erros", {
     expect_error(ds.skewness(), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(ds.skewness(x='D$LAB_TSC', type='datashield'), "Function argument \"type\" has to be either \"both\", \"combine\" or \"split\"", fixed=TRUE)
@@ -36,7 +37,7 @@ test_that("skewness_erros", {
 # Done
 #
 
-context("ds.skewness::arg::shutdown")
+# context("ds.skewness::arg::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -44,4 +45,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.skewness::arg::done")
+# context("ds.skewness::arg::done")
diff --git a/tests/testthat/test-arg-ds.subsetByClass.R b/tests/testthat/test-arg-ds.subsetByClass.R
new file mode 100644
index 000000000..9645b195e
--- /dev/null
+++ b/tests/testthat/test-arg-ds.subsetByClass.R
@@ -0,0 +1,32 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#  
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#  
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
+#
+# Set up
+#
+
+connect.studies.dataset.cnsim(list("LAB_TSC"))
+
+#
+# Tests
+#
+
+# context("ds.subsetByClass::arg::test errors")
+test_that("subsetByClass_erros", {
+    expect_error(expect_warning(ds.subsetByClass(), "'ds.subsetByClass' is deprecated.", fixed = TRUE), "Please provide the name of the input data frame or factor!", fixed=TRUE)
+    expect_error(expect_warning(ds.subsetByClass(x='D$LAB_TSC'), "'ds.subsetByClass' is deprecated.", fixed = TRUE), "The object to subset from must be a 'data.frame' or a 'factor'.", fixed=TRUE)
+})
+
+#
+# Tear down
+#
+
+disconnect.studies.dataset.cnsim()
diff --git a/tests/testthat/test-arg-ds.summary.R b/tests/testthat/test-arg-ds.summary.R
index 5a2aa982c..e3d386568 100644
--- a/tests/testthat/test-arg-ds.summary.R
+++ b/tests/testthat/test-arg-ds.summary.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.summary::arg::test errors")
+# context("ds.summary::arg::test errors")
 test_that("summary_erros", {
     expect_error(ds.summary(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.table.R b/tests/testthat/test-arg-ds.table.R
index b18ff9497..094cf97ce 100644
--- a/tests/testthat/test-arg-ds.table.R
+++ b/tests/testthat/test-arg-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,14 +19,14 @@ connect.studies.dataset.cnsim(list("DIS_CVA", "DIS_AMI", "LAB_TSC", "LAB_HDL"))
 # Tests
 #
 
-context("ds.table::arg::test rvar has value")
+# context("ds.table::arg::test rvar has value")
 test_that("table rvar has value", {
     res <- ds.table()
     
     expect_equal(res, "Error: rvar must have a value which is a character string naming the row variable for the table", fixed=TRUE)
 })
 
-context("ds.table::arg::test rvar is not a variable")
+# context("ds.table::arg::test rvar is not a variable")
 test_that("table rvar is not a variable", {
     expect_error(ds.table(rvar="D$NOT_VARIABLE"), "The input object D$NOT_VARIABLE is not defined in sim1, sim2, sim3!", fixed = TRUE)
 
@@ -34,14 +35,14 @@ test_that("table rvar is not a variable", {
     expect_length(res.errors, 0)
 })
 
-context("ds.table::arg::test cvar has value")
+# context("ds.table::arg::test cvar has value")
 test_that("table cvar has value", {
   res <- ds.table(rvar="D$LAB_TSC", cvar=30)
   
   expect_equal(res, "Error: if cvar is not null, it must have a value which is a character string naming the column variable for the table", fixed=TRUE)
 })
 
-context("ds.table::arg::test cvar is not a variable")
+# context("ds.table::arg::test cvar is not a variable")
 test_that("table cvar is not a variable", {
     expect_error(ds.table(rvar="D$DIS_CVA", cvar="D$NOT_VARIABLE"), "The input object D$NOT_VARIABLE is not defined in sim1, sim2, sim3!", fixed = TRUE)
 
@@ -50,14 +51,14 @@ test_that("table cvar is not a variable", {
     expect_length(res.errors, 0)
 })
 
-context("ds.table::arg::test stvar has value")
+# context("ds.table::arg::test stvar has value")
 test_that("table stvar has value", {
   res <- ds.table(rvar="D$LAB_TSC", cvar=NULL, stvar=25)
   
   expect_equal(res, "Error: if stvar is not null, it must have a value which is a character string naming the variable coding separate tables for the table", fixed=TRUE)
 })
 
-context("ds.table::arg::test stvar is not a variable")
+# context("ds.table::arg::test stvar is not a variable")
 test_that("table stvar is not a variable", {
     expect_error(ds.table(rvar="D$DIS_CVA", cvar="D$DIS_AMI", stvar="D$NOT_VARIABLE"), "The input object D$NOT_VARIABLE is not defined in sim1, sim2, sim3!", fixed = TRUE)
 
@@ -66,12 +67,12 @@ test_that("table stvar is not a variable", {
     expect_length(res.errors, 0)
 })
 
-context("ds.table::arg::test stvar has CORRECT value")
+# context("ds.table::arg::test stvar has CORRECT value")
 test_that("table useNA has value", {
   expect_error(ds.table(rvar="D$LAB_TSC", cvar=NULL, stvar=NULL, useNA = c("BEN")), "useNA must be either 'no' or 'always'.", fixed = TRUE)
 })
 
-context("ds.table::arg::test force.nfilter has value")
+# context("ds.table::arg::test force.nfilter has value")
 test_that("table force.nfilter has value", {
   expect_error(ds.table(rvar="D$LAB_TSC", cvar=NULL, stvar=NULL, useNA = c("ifany"), force.nfilter =30), "useNA must be either 'no' or 'always'.", fixed = TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.table1D.R b/tests/testthat/test-arg-ds.table1D.R
index b0bf5e6d1..56c17dd4e 100644
--- a/tests/testthat/test-arg-ds.table1D.R
+++ b/tests/testthat/test-arg-ds.table1D.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("DIS_CVA","GENDER"))
 # Tests
 #
 
-context("ds.table1D::arg::test errors")
+# context("ds.table1D::arg::test errors")
 test_that("table1D_erros", {
     expect_error(expect_warning(ds.table1D(), "'ds.table1D' is deprecated.", fixed = TRUE), "Please provide the name of the input vector!", fixed=TRUE)
     expect_error(expect_warning(ds.table1D(x='D$GENDER', type="datashield"), "'ds.table1D' is deprecated.", fixed = TRUE), "Function argument 'type' has to be either 'combine' or 'split'", fixed=TRUE)
diff --git a/tests/testthat/test-arg-ds.table2D.R b/tests/testthat/test-arg-ds.table2D.R
index 35fa39dba..e7b0623ee 100644
--- a/tests/testthat/test-arg-ds.table2D.R
+++ b/tests/testthat/test-arg-ds.table2D.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.table2D::arg::test errors")
+# context("ds.table2D::arg::test errors")
 test_that("table2D_erros", {
     expect_error(expect_warning(ds.table2D(), "'ds.table2D' is deprecated.", fixed = TRUE), "Please provide the name of the x vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.tapply.R b/tests/testthat/test-arg-ds.tapply.R
index 243de56e0..5ac42edf5 100644
--- a/tests/testthat/test-arg-ds.tapply.R
+++ b/tests/testthat/test-arg-ds.tapply.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 # Tests
 #
 
-context("ds.tapply::arg::test errors")
+# context("ds.tapply::arg::test errors")
 test_that("tapply_erros", {
     res1 <- ds.tapply()
 
diff --git a/tests/testthat/test-arg-ds.tapply.assign.R b/tests/testthat/test-arg-ds.tapply.assign.R
index 787628d19..14ea83890 100644
--- a/tests/testthat/test-arg-ds.tapply.assign.R
+++ b/tests/testthat/test-arg-ds.tapply.assign.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 # Tests
 #
 
-context("ds.tapply.assign::arg::test errors")
+# context("ds.tapply.assign::arg::test errors")
 test_that("tapply_erros", {
     res1 <- ds.tapply.assign()
 
diff --git a/tests/testthat/test-arg-ds.testObjExists.R b/tests/testthat/test-arg-ds.testObjExists.R
index c2f657810..bf01cc77a 100644
--- a/tests/testthat/test-arg-ds.testObjExists.R
+++ b/tests/testthat/test-arg-ds.testObjExists.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.testObjExists::arg::test errors")
+# context("ds.testObjExists::arg::test errors")
 test_that("testObjExists_erros", {
     res <- ds.testObjExists()
 
diff --git a/tests/testthat/test-arg-ds.unList.R b/tests/testthat/test-arg-ds.unList.R
index bddb5e06d..2d3aa4877 100644
--- a/tests/testthat/test-arg-ds.unList.R
+++ b/tests/testthat/test-arg-ds.unList.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.unList::arg::test errors")
+# context("ds.unList::arg::test errors")
 test_that("unList_erros", {
     expect_error(ds.unList(), "Please provide the name of the input vector!", fixed=TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.unique.R b/tests/testthat/test-arg-ds.unique.R
index bd619015e..a0e112a59 100644
--- a/tests/testthat/test-arg-ds.unique.R
+++ b/tests/testthat/test-arg-ds.unique.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,12 +19,12 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.unique::arg::no arguments")
+# context("ds.unique::arg::no arguments")
 test_that("simple ds.unique no arguments", {
     expect_error(ds.unique(), "x.name=NULL. Please provide the names of the objects to de-duplicated!", fixed = TRUE)
 })
 
-context("ds.unique::arg::NULL arguments")
+# context("ds.unique::arg::NULL arguments")
 test_that("simple ds.unique NULL arguments", {
     expect_error(ds.unique(NULL), "x.name=NULL. Please provide the names of the objects to de-duplicated!", fixed = TRUE)
 })
diff --git a/tests/testthat/test-arg-ds.var.R b/tests/testthat/test-arg-ds.var.R
index 71c2d89e8..8ececd0d0 100644
--- a/tests/testthat/test-arg-ds.var.R
+++ b/tests/testthat/test-arg-ds.var.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC"))
 # Tests
 #
 
-context("ds.var::arg::test errors")
+# context("ds.var::arg::test errors")
 test_that("var_erros", {
     ds.asCharacter(x='D$LAB_TSC', newobj="not_a_numeric")
 
diff --git a/tests/testthat/test-arg-ds.vectorCalc.R b/tests/testthat/test-arg-ds.vectorCalc.R
index 7a572365b..4c331b869 100644
--- a/tests/testthat/test-arg-ds.vectorCalc.R
+++ b/tests/testthat/test-arg-ds.vectorCalc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.survival(list("survtime"))
 # Tests
 #
 
-context("ds.vectorCalc::arg::test errors")
+# context("ds.vectorCalc::arg::test errors")
 
 test_that("ds.vectorCalc erros", {
     expect_error(expect_warning(ds.vectorCalc(), "'ds.vectorCalc' is deprecated.\nUse 'ds.make' instead.", fixed = TRUE), "x=NULL. Please provide the names of the objects to combine!", fixed=TRUE)
diff --git a/tests/testthat/test-datachk-ANTHRO.R b/tests/testthat/test-datachk-ANTHRO.R
index 2789755fa..41a53637d 100644
--- a/tests/testthat/test-datachk-ANTHRO.R
+++ b/tests/testthat/test-datachk-ANTHRO.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ANTHRO::datachk::setup")
+# context("ANTHRO::datachk::setup")
 
 connect.studies.dataset.anthro(list('age', 'sex', 'weight', 'height', 'muac'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ANTHRO::datachk")
+# context("ANTHRO::datachk")
 test_that("Check ANTHRO dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -159,7 +160,7 @@ test_that("Check ANTHRO dataset", {
 # Tear down
 #
 
-context("ANTHRO::datachk::shutdown")
+# context("ANTHRO::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -171,4 +172,4 @@ disconnect.studies.dataset.anthro()
 # Done
 #
 
-context("ANTHRO::datachk::done")
+# context("ANTHRO::datachk::done")
diff --git a/tests/testthat/test-datachk-CLUSTER_INT.R b/tests/testthat/test-datachk-CLUSTER_INT.R
index 8fc7deff2..d86eddd1a 100644
--- a/tests/testthat/test-datachk-CLUSTER_INT.R
+++ b/tests/testthat/test-datachk-CLUSTER_INT.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("CLUSTER_INT::datachk::setup")
+# context("CLUSTER_INT::datachk::setup")
 
 connect.studies.dataset.cluster.int(list("idSurgery", "trtGrp", "intSurgery", "nDoctors", "idDoctor", "intDoctor", "nPatients", "Male", "age", "BMI", "diabetes", "incid_rate", "private"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("CLUSTER_INT::datachk")
+# context("CLUSTER_INT::datachk")
 test_that("Check CLUSTER INT dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -319,7 +320,7 @@ test_that("Check CLUSTER INT dataset", {
 # Tear down
 #
 
-context("CLUSTER_INT::datachk::shutdown")
+# context("CLUSTER_INT::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -327,4 +328,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cluster.int()
 
-context("CLUSTER_INT::datachk::done")
+# context("CLUSTER_INT::datachk::done")
diff --git a/tests/testthat/test-datachk-CLUSTER_SLO.R b/tests/testthat/test-datachk-CLUSTER_SLO.R
index 3c61c9cb7..842a5d409 100644
--- a/tests/testthat/test-datachk-CLUSTER_SLO.R
+++ b/tests/testthat/test-datachk-CLUSTER_SLO.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("CLUSTER_SLO::datachk::setup")
+# context("CLUSTER_SLO::datachk::setup")
 
 connect.studies.dataset.cluster.slo(list("idSurgery", "trtGrp", "intSurgery", "nDoctors", "idDoctor", "intDoctor", "sloDoctor", "nPatients", "Male", "age", "BMI", "private", "diabetes", "incid_rate"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("CLUSTER_SLO::datachk")
+# context("CLUSTER_SLO::datachk")
 test_that("Check CLUSTER SLO dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -319,7 +320,7 @@ test_that("Check CLUSTER SLO dataset", {
 # Tear down
 #
 
-context("CLUSTER_SLO::datachk::shutdown")
+# context("CLUSTER_SLO::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -327,4 +328,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cluster.slo()
 
-context("CLUSTER_SLO::datachk::done")
+# context("CLUSTER_SLO::datachk::done")
diff --git a/tests/testthat/test-datachk-CNSIM.R b/tests/testthat/test-datachk-CNSIM.R
index 7296f51b7..afdfc8214 100644
--- a/tests/testthat/test-datachk-CNSIM.R
+++ b/tests/testthat/test-datachk-CNSIM.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("CNSIM::datachk::setup")
+# context("CNSIM::datachk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("CNSIM::datachk")
+# context("CNSIM::datachk")
 test_that("Check CNSIM dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -378,7 +379,7 @@ test_that("Check CNSIM dataset", {
 # Tear down
 #
 
-context("CNSIM::datachk::shutdown")
+# context("CNSIM::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -386,4 +387,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("CNSIM::datachk::done")
+# context("CNSIM::datachk::done")
diff --git a/tests/testthat/test-datachk-DISCORDANT.R b/tests/testthat/test-datachk-DISCORDANT.R
index bb6c06a21..5254897b2 100644
--- a/tests/testthat/test-datachk-DISCORDANT.R
+++ b/tests/testthat/test-datachk-DISCORDANT.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("DISCORDANT::datachk::setup")
+# context("DISCORDANT::datachk::setup")
 
 connect.discordant.dataset.simple(list('A', 'B', 'C'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("DISCORDANT::datachk")
+# context("DISCORDANT::datachk")
 test_that("Check DISCORDANT dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -123,7 +124,7 @@ test_that("Check DISCORDANT dataset", {
 # Tear down
 #
 
-context("DISCORDANT::datachk::shutdown")
+# context("DISCORDANT::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -135,4 +136,4 @@ disconnect.discordant.dataset.simple()
 # Done
 #
 
-context("DISCORDANT::datachk::done")
+# context("DISCORDANT::datachk::done")
diff --git a/tests/testthat/test-datachk-DNSIM.R b/tests/testthat/test-datachk-DNSIM.R
index 73421dba4..f3a9e75c7 100644
--- a/tests/testthat/test-datachk-DNSIM.R
+++ b/tests/testthat/test-datachk-DNSIM.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("DASIM::datachk::setup")
+# context("DASIM::datachk::setup")
 
 connect.studies.dataset.dasim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_FASTING', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("DASIM::datachk")
+# context("DASIM::datachk")
 test_that("Check DASIM dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -259,7 +260,7 @@ test_that("Check DASIM dataset", {
 # Tear down
 #
 
-context("DASIM::datachk::shutdown")
+# context("DASIM::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -267,4 +268,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.dasim()
 
-context("DASIM::datachk::done")
+# context("DASIM::datachk::done")
diff --git a/tests/testthat/test-datachk-FACTOR_LEVELS.R b/tests/testthat/test-datachk-FACTOR_LEVELS.R
index d1db51fec..927e1cab6 100644
--- a/tests/testthat/test-datachk-FACTOR_LEVELS.R
+++ b/tests/testthat/test-datachk-FACTOR_LEVELS.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("FACTOR_LEVELS::datachk::setup")
+# context("FACTOR_LEVELS::datachk::setup")
 
 connect.testing.dataset.factor_levels()
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("FACTOR_LEVELS::datachk")
+# context("FACTOR_LEVELS::datachk")
 test_that("Check FACTOR_LEVELS dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -259,7 +260,7 @@ test_that("Check FACTOR_LEVELS dataset", {
 # Tear down
 #
 
-context("FACTOR_LEVELS::datachk::shutdown")
+# context("FACTOR_LEVELS::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -267,4 +268,4 @@ test_that("shutdown", {
 
 disconnect.testing.dataset.factor_levels()
 
-context("FACTOR_LEVELS::datachk::done")
+# context("FACTOR_LEVELS::datachk::done")
diff --git a/tests/testthat/test-datachk-SURVIVAL_EXPAND_WITH_MISSING.R b/tests/testthat/test-datachk-SURVIVAL_EXPAND_WITH_MISSING.R
index bc8c12bce..0d28eff58 100644
--- a/tests/testthat/test-datachk-SURVIVAL_EXPAND_WITH_MISSING.R
+++ b/tests/testthat/test-datachk-SURVIVAL_EXPAND_WITH_MISSING.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("SURVIVAL_EXPAND_WITH_MISSING::datachk::setup")
+# context("SURVIVAL_EXPAND_WITH_MISSING::datachk::setup")
 
 connect.studies.dataset.survival(list('id', 'study.id', 'time.id', 'starttime', 'endtime', 'survtime', 'cens', 'age.60', 'female', 'noise.56', 'pm10.16', 'bmi.26'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("SURVIVAL_EXPAND_WITH_MISSING::datachk")
+# context("SURVIVAL_EXPAND_WITH_MISSING::datachk")
 test_that("Check SURVIVAL_EXPAND_WITH_MISSING dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -279,7 +280,7 @@ test_that("Check SURVIVAL_EXPAND_WITH_MISSING dataset", {
 # Tear down
 #
 
-context("SURVIVAL_EXPAND_WITH_MISSING::datachk::shutdown")
+# context("SURVIVAL_EXPAND_WITH_MISSING::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -291,4 +292,4 @@ disconnect.studies.dataset.survival()
 # Done
 #
 
-context("SURVIVAL_EXPAND_WITH_MISSING::datachk::done")
+# context("SURVIVAL_EXPAND_WITH_MISSING::datachk::done")
diff --git a/tests/testthat/test-datachk-TESTING.R b/tests/testthat/test-datachk-TESTING.R
index 5cc2332d0..f89d43643 100644
--- a/tests/testthat/test-datachk-TESTING.R
+++ b/tests/testthat/test-datachk-TESTING.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("TESTING::datachk::setup")
+# context("TESTING::datachk::setup")
 
 connect.all.datasets()
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("TESTING::datachk")
+# context("TESTING::datachk")
 test_that("Check TESTING dataset", {
     res.class <- ds.class(x='D')
     expect_length(res.class, 3)
@@ -419,7 +420,7 @@ test_that("Check TESTING dataset", {
 # Tear down
 #
 
-context("TESTING::datachk::shutdown")
+# context("TESTING::datachk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -427,4 +428,4 @@ test_that("shutdown", {
 
 disconnect.all.datasets()
 
-context("TESTING::datachk::done")
+# context("TESTING::datachk::done")
diff --git a/tests/testthat/test-disc-ds.cor.R b/tests/testthat/test-disc-ds.cor.R
index eb61ada6f..88da21bbd 100644
--- a/tests/testthat/test-disc-ds.cor.R
+++ b/tests/testthat/test-disc-ds.cor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cor::disc::setup")
+# context("ds.cor::disc::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cor::disc")
+# context("ds.cor::disc")
 test_that("simple D3 setup", {
     ds.dataFrameSubset('D',V1.name = 'D$GENDER', V2.name = '0', Boolean.operator = '==', newobj='D1')
     ds.dataFrameSubset('D1',V1.name = 'D1$LAB_TSC', V2.name = '3.5', Boolean.operator = '<', newobj='D2')
@@ -107,7 +108,7 @@ test_that("simple disc test, naAction='pairwise.complete', type='combine'", {
 # Done
 #
 
-context("ds.cor::disc::shutdown")
+# context("ds.cor::disc::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "D1", "D2", "D3"))
@@ -115,4 +116,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.cor::disc::done")
+# context("ds.cor::disc::done")
diff --git a/tests/testthat/test-disc-ds.cov.R b/tests/testthat/test-disc-ds.cov.R
index 751d54bf9..2807a7b1c 100644
--- a/tests/testthat/test-disc-ds.cov.R
+++ b/tests/testthat/test-disc-ds.cov.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cov::disc::setup")
+# context("ds.cov::disc::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cov::disc")
+# context("ds.cov::disc")
 test_that("simple D3 setup", {
     ds.dataFrameSubset('D',V1.name = 'D$GENDER', V2.name = '0', Boolean.operator = '==', newobj='D1')
     ds.dataFrameSubset('D1',V1.name = 'D1$LAB_TSC', V2.name = '3.5', Boolean.operator = '<', newobj='D2')
@@ -106,7 +107,7 @@ test_that("simple disc test, naAction='pairwise.complete', type='combine'", {
 # Done
 #
 
-context("ds.cov::disc::shutdown")
+# context("ds.cov::disc::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "D1", "D2", "D3"))
@@ -114,4 +115,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.cov::disc::done")
+# context("ds.cov::disc::done")
diff --git a/tests/testthat/test-disc-ds.levels.R b/tests/testthat/test-disc-ds.levels.R
index 6f00f1198..95d0c60b5 100644
--- a/tests/testthat/test-disc-ds.levels.R
+++ b/tests/testthat/test-disc-ds.levels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.levels::disc::setup")
+# context("ds.levels::disc::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.levels::disc")
+# context("ds.levels::disc")
 test_that("simple levels", {
 #    res <- ds.levels("D$GENDER")
     
@@ -51,7 +52,7 @@ test_that("simple levels", {
 # Done
 #
 
-context("ds.levels::disc::shutdown")
+# context("ds.levels::disc::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -59,4 +60,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.levels::disc::done")
+# context("ds.levels::disc::done")
diff --git a/tests/testthat/test-disc-ds.mean.R b/tests/testthat/test-disc-ds.mean.R
index f1b690c9d..cb8311d79 100644
--- a/tests/testthat/test-disc-ds.mean.R
+++ b/tests/testthat/test-disc-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.mean::disc::type=both")
+# context("ds.mean::disc::type=both")
 test_that("mean values [both]", {
 #    myvectors <- c("D$LAB_TSC", "D$LAB_TRIG")
 #    ds.dataFrame(x=myvectors, newobj="unsubset_df")
diff --git a/tests/testthat/test-disc-ds.meanByClass.R b/tests/testthat/test-disc-ds.meanByClass.R
index 2b6147f8c..b1e7cedb6 100644
--- a/tests/testthat/test-disc-ds.meanByClass.R
+++ b/tests/testthat/test-disc-ds.meanByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.meanByClass::disc::setup")
+# context("ds.meanByClass::disc::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC","LAB_HDL","GENDER","DIS_DIAB","PM_BMI_CATEGORICAL"))
 
@@ -20,7 +21,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC","LAB_HDL","GENDER","DIS_DIAB","PM_B
 # Tests
 #
 
-context("ds.meanByClass::disc::test errors")
+# context("ds.meanByClass::disc::test errors")
 test_that("meanByClass_erros", {
 #    expect_error(ds.meanByClass(x='D', outvar='LAB_HDL', covar='GENDER', type='split'), 'Failed to get levels from study: FAILED: Result less than nfilter.subset', fixed=TRUE)
 })
@@ -29,7 +30,7 @@ test_that("meanByClass_erros", {
 # Tear down
 #
 
-context("ds.meanByClass::disc::teardown")
+# context("ds.meanByClass::disc::teardown")
 
 disconnect.studies.dataset.cnsim()
 
@@ -37,4 +38,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.meanByClass::disc::done")
+# context("ds.meanByClass::disc::done")
diff --git a/tests/testthat/test-disc-ds.sample.R b/tests/testthat/test-disc-ds.sample.R
index 08cc01c7f..ce74288a7 100644
--- a/tests/testthat/test-disc-ds.sample.R
+++ b/tests/testthat/test-disc-ds.sample.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.sample::disc::setup")
+# context("ds.sample::disc::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -20,7 +21,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.sample::disc::test disclosure")
+# context("ds.sample::disc::test disclosure")
 test_that("cov_erros", {
     expect_error(ds.sample(x="This_line_is_very_very_very_very_very_very_long", size=1234, newobj="obj1"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     res1.errors <- DSI::datashield.errors()
@@ -64,7 +65,7 @@ test_that("cov_erros", {
 # Shutdown
 #
 
-context("ds.sample::disc::shutdown")
+# context("ds.sample::disc::shutdown")
 
 disconnect.studies.dataset.cnsim()
 
@@ -72,4 +73,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.sample::disc::done")
+# context("ds.sample::disc::done")
diff --git a/tests/testthat/test-disc-ds.table.R b/tests/testthat/test-disc-ds.table.R
index f82116940..b51a75f91 100644
--- a/tests/testthat/test-disc-ds.table.R
+++ b/tests/testthat/test-disc-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 # Set up - Phase 1
 #
 
-context("ds.table::disc::setup::phase 1")
+# context("ds.table::disc::setup::phase 1")
 
 connect.all.datasets()
 
@@ -25,7 +26,7 @@ test_that("setup", {
 # Tests - Phase 1
 #
 
-context("ds.table::disc::tests::phase 1::table.assign=FALSE")
+# context("ds.table::disc::tests::phase 1::table.assign=FALSE")
 test_that("table disclosure table.assign=FALSE", {
   ds.asFactor(input.var.name="D$FACTOR_CHARACTER", newobj.name="factorCharacter")
   ds.asFactor(input.var.name="D$FACTOR_INTEGER", newobj.name="factorInteger")
@@ -43,7 +44,7 @@ test_that("table disclosure table.assign=FALSE", {
   expect_equal(table.res$validity.message[4], "Study3: No errors reported from this study", fixed = TRUE)
 })
 
-context("ds.table::disc::tests::phase 1::table.assign=TRUE")
+# context("ds.table::disc::tests::phase 1::table.assign=TRUE")
 test_that("table disclosure table.assign=TRUE", {
   ds.asFactor(input.var.name="D$FACTOR_CHARACTER", newobj.name="factorCharacter")
   ds.asFactor(input.var.name="D$FACTOR_INTEGER", newobj.name="factorInteger")
@@ -55,7 +56,7 @@ test_that("table disclosure table.assign=TRUE", {
   expect_length(table.res, 0)
 })
 
-context("ds.table::disc::test rvar is big numeric")
+# context("ds.table::disc::test rvar is big numeric")
 test_that("table rvar is big numeric", {
     expect_error(ds.table(rvar="D$NUMERIC"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -71,7 +72,7 @@ test_that("table rvar is big numeric", {
 # Shutdown - Phase 1
 #
 
-context("ds.table::disc::shutdown::phase 1")
+# context("ds.table::disc::shutdown::phase 1")
 
 test_that("setup", {
   ds_expect_variables(c("D", "factorCharacter", "factorInteger", "tablesource", "new_table2"))
@@ -83,7 +84,7 @@ disconnect.all.datasets()
 # Set up - Phase 2
 #
 
-context("ds.table::disc::setup::phase 2")
+# context("ds.table::disc::setup::phase 2")
 
 connect.studies.dataset.cnsim(list("GENDER", "DIS_AMI"))
 
@@ -95,7 +96,7 @@ test_that("setup", {
 # Tests - Phase 2
 #
 
-context("ds.table::disc::tests::phase 2::table.assign=FALSE")
+# context("ds.table::disc::tests::phase 2::table.assign=FALSE")
 test_that("table disclosure, table.assign=FALSE", {
   table.res <- ds.table(rvar='D$GENDER', cvar="D$DIS_AMI", table.assign=FALSE, newobj="new_table3")
   
@@ -108,7 +109,7 @@ test_that("table disclosure, table.assign=FALSE", {
   expect_equal(table.res$error.message$sim3, "Failed: at least one cell has a non-zero count less than nfilter.tab i.e. 3", fixed = TRUE)
 })
 
-context("ds.table::disc::tests::phase 2::table.assign=TRUE")
+# context("ds.table::disc::tests::phase 2::table.assign=TRUE")
 test_that("table disclosure, table.assign=TRUE", {
   table.res <- ds.table(rvar='D$GENDER', cvar="D$DIS_AMI", table.assign=TRUE, newobj="new_table4")
   
@@ -119,7 +120,7 @@ test_that("table disclosure, table.assign=TRUE", {
 # Shutdown - Phase 2
 #
 
-context("ds.table::disc::shutdown::phase 2")
+# context("ds.table::disc::shutdown::phase 2")
 
 test_that("setup", {
   ds_expect_variables(c("D", "new_table4"))
@@ -131,4 +132,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.table::disc::done")
+# context("ds.table::disc::done")
diff --git a/tests/testthat/test-disc-ds.var.R b/tests/testthat/test-disc-ds.var.R
index 08a445b92..39d6a506b 100644
--- a/tests/testthat/test-disc-ds.var.R
+++ b/tests/testthat/test-disc-ds.var.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 # Tests
 #
 
-context("ds.var::disc::type=both")
+# context("ds.var::disc::type=both")
 test_that("var values [both]", {
 #    myvectors <- c("D$LAB_TSC", "D$LAB_TRIG")
 #    ds.dataFrame(x=myvectors, newobj="unsubset_df")
diff --git a/tests/testthat/test-discctrl-ds.Boole.R b/tests/testthat/test-discctrl-ds.Boole.R
index 80a5dc3d2..29591402e 100644
--- a/tests/testthat/test-discctrl-ds.Boole.R
+++ b/tests/testthat/test-discctrl-ds.Boole.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.Boole::discctrl::setup")
+# context("ds.Boole::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.Boole::discctrl")
+# context("ds.Boole::discctrl")
 test_that("simple rep", {
     expect_error(ds.Boole("D$LAB_TSC", "D$LAB_TRIG", "=="), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -43,7 +43,7 @@ test_that("simple rep", {
 # Done
 #
 
-context("ds.Boole::discctrl::shutdown")
+# context("ds.Boole::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -51,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.Boole::discctrl::done")
+# context("ds.Boole::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.c.R b/tests/testthat/test-discctrl-ds.c.R
index da4a0caa6..e4bfb577e 100644
--- a/tests/testthat/test-discctrl-ds.c.R
+++ b/tests/testthat/test-discctrl-ds.c.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.c::discctrl::setup")
+# context("ds.c::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.c::discctrl")
+# context("ds.c::discctrl")
 test_that("simple c", {
     expect_error(ds.c("D$GENDER"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.c::discctrl::shutdown")
+# context("ds.c::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.c::discctrl::done")
+# context("ds.c::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.cbind.R b/tests/testthat/test-discctrl-ds.cbind.R
index a829185e6..b1b3b79c2 100644
--- a/tests/testthat/test-discctrl-ds.cbind.R
+++ b/tests/testthat/test-discctrl-ds.cbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cbind::discctrl::setup")
+# context("ds.cbind::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.cbind::discctrl")
+# context("ds.cbind::discctrl")
 test_that("simple c", {
     expect_error(ds.cbind(x="D", DataSHIELD.checks=TRUE, datasources = ds.test_env$connections[1]), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -38,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.cbind::discctrl::shutdown")
+# context("ds.cbind::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -46,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.cbind::discctrl::done")
+# context("ds.cbind::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.dataFrame.R b/tests/testthat/test-discctrl-ds.dataFrame.R
index fe153c0e0..fedde1566 100644
--- a/tests/testthat/test-discctrl-ds.dataFrame.R
+++ b/tests/testthat/test-discctrl-ds.dataFrame.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrame::discctrl::setup")
+# context("ds.dataFrame::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.dataFrame::discctrl")
+# context("ds.dataFrame::discctrl")
 test_that("simple c", {
     ds.assign('D$LAB_TSC', 'LAB_TSC')
     ds.assign('D$LAB_HDL', 'LAB_HDL')
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.dataFrame::discctrl::shutdown")
+# context("ds.dataFrame::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TSC", "LAB_HDL"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrame::discctrl::done")
+# context("ds.dataFrame::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.dataFrameSort.R b/tests/testthat/test-discctrl-ds.dataFrameSort.R
index 027c5d8ec..e85a55bd2 100644
--- a/tests/testthat/test-discctrl-ds.dataFrameSort.R
+++ b/tests/testthat/test-discctrl-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSort::discctrl::setup")
+# context("ds.dataFrameSort::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.dataFrameSort::discctrl")
+# context("ds.dataFrameSort::discctrl")
 test_that("simple c", {
     expect_error(ds.dataFrameSort(df.name="D", sort.key.name="PM_BMI_CATEGORICAL", newobj="sorted_df"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.dataFrameSort::discctrl::shutdown")
+# context("ds.dataFrameSort::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameSort::discctrl::done")
+# context("ds.dataFrameSort::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.dataFrameSubset.R b/tests/testthat/test-discctrl-ds.dataFrameSubset.R
index c43d0c800..155313cba 100644
--- a/tests/testthat/test-discctrl-ds.dataFrameSubset.R
+++ b/tests/testthat/test-discctrl-ds.dataFrameSubset.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSubset::discctrl::setup")
+# context("ds.dataFrameSubset::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.dataFrameSubset::discctrl")
+# context("ds.dataFrameSubset::discctrl")
 test_that("simple c", {
     expect_error(ds.dataFrameSubset(df.name="D", V1.name="D$LAB_TSC", V2.name="D$LAB_HDL", Boolean.operator="!=", newobj="subset_df"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.dataFrameSubset::discctrl::shutdown")
+# context("ds.dataFrameSubset::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameSubset::discctrl::done")
+# context("ds.dataFrameSubset::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.dmtC2S.R b/tests/testthat/test-discctrl-ds.dmtC2S.R
index fb2099a72..95af08e9c 100644
--- a/tests/testthat/test-discctrl-ds.dmtC2S.R
+++ b/tests/testthat/test-discctrl-ds.dmtC2S.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dmtC2S::discctrl::setup")
+# context("ds.dmtC2S::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.dmtC2S::discctrl")
+# context("ds.dmtC2S::discctrl")
 test_that("simple dmtC2S", {
     a <- data.frame(c(1, 2))
     b <- data.frame(c(2, 3))
@@ -46,7 +47,7 @@ test_that("simple dmtC2S", {
 # Done
 #
 
-context("ds.dmtC2S::discctrl::shutdown")
+# context("ds.dmtC2S::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -54,4 +55,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dmtC2S::discctrl::done")
+# context("ds.dmtC2S::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.levels.R b/tests/testthat/test-discctrl-ds.levels.R
index 05325f543..5690859f5 100644
--- a/tests/testthat/test-discctrl-ds.levels.R
+++ b/tests/testthat/test-discctrl-ds.levels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.levels::discctrl::setup")
+# context("ds.levels::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.levels::discctrl")
+# context("ds.levels::discctrl")
 test_that("simple levels", {
     expect_error(ds.levels("D$GENDER"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple levels", {
 # Done
 #
 
-context("ds.levels::discctrl::shutdown")
+# context("ds.levels::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.levels::discctrl::done")
+# context("ds.levels::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.ns.R b/tests/testthat/test-discctrl-ds.ns.R
index c7c4a43df..8f57c17d2 100644
--- a/tests/testthat/test-discctrl-ds.ns.R
+++ b/tests/testthat/test-discctrl-ds.ns.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.ns::discctrl::setup")
+# context("ds.ns::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.ns::discctrl")
+# context("ds.ns::discctrl")
 test_that("ns", {
     expect_error(ds.ns(x="D$PM_BMI_CONTINUOUS", knots=c(8,9,10,12,25,35), newobj="nsDS", datasources=ds.test_env$connections), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -43,7 +43,7 @@ test_that("ns", {
 # Done
 #
 
-context("ds.ns::discctrl::shutdown")
+# context("ds.ns::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -51,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ns::discctrl::done")
+# context("ds.ns::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rBinom.R b/tests/testthat/test-discctrl-ds.rBinom.R
index 19e2318ac..f8bc70d77 100644
--- a/tests/testthat/test-discctrl-ds.rBinom.R
+++ b/tests/testthat/test-discctrl-ds.rBinom.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.rBinom::discctrl::setup")
+# context("ds.rBinom::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rBinom::discctrl")
+# context("ds.rBinom::discctrl")
 test_that("simple c", {
     expect_error(ds.rBinom(samp.size = 50, size = 50, prob = 0.25, newobj = "binom_dist", seed.as.integer = 27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rBinom::discctrl::shutdown")
+# context("ds.rBinom::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rBinom::discctrl::done")
+# context("ds.rBinom::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rNorm.R b/tests/testthat/test-discctrl-ds.rNorm.R
index 997e3fadb..153d84e03 100644
--- a/tests/testthat/test-discctrl-ds.rNorm.R
+++ b/tests/testthat/test-discctrl-ds.rNorm.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.rNorm::discctrl::setup")
+# context("ds.rNorm::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rNorm::discctrl")
+# context("ds.rNorm::discctrl")
 test_that("simple c", {
     expect_error(ds.rNorm(samp.size = 50, mean = 10, sd = 5, newobj = "norm_dist", seed.as.integer = 27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rNorm::discctrl::shutdown")
+# context("ds.rNorm::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rNorm::discctrl::done")
+# context("ds.rNorm::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rPois.R b/tests/testthat/test-discctrl-ds.rPois.R
index 58b0667a0..b0176cedc 100644
--- a/tests/testthat/test-discctrl-ds.rPois.R
+++ b/tests/testthat/test-discctrl-ds.rPois.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.rPois::discctrl::setup")
+# context("ds.rPois::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rPois::discctrl")
+# context("ds.rPois::discctrl")
 test_that("simple c", {
     expect_error(ds.rPois(samp.size = 50, lambda = 1, newobj = "pois_dist", seed.as.integer = 27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rPois::discctrl::shutdown")
+# context("ds.rPois::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rPois::discctrl::done")
+# context("ds.rPois::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rUnif.R b/tests/testthat/test-discctrl-ds.rUnif.R
index f2fd5e476..7327f366f 100644
--- a/tests/testthat/test-discctrl-ds.rUnif.R
+++ b/tests/testthat/test-discctrl-ds.rUnif.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.rUnif::discctrl::setup")
+# context("ds.rUnif::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rUnif::discctrl")
+# context("ds.rUnif::discctrl")
 test_that("simple c", {
     expect_error(ds.rUnif(samp.size = 50, min = 0, max = 1, newobj = "unif_dist", seed.as.integer = 27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rUnif::discctrl::shutdown")
+# context("ds.rUnif::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rUnif::discctrl::done")
+# context("ds.rUnif::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rbind.R b/tests/testthat/test-discctrl-ds.rbind.R
index 28d3c0306..b80362070 100644
--- a/tests/testthat/test-discctrl-ds.rbind.R
+++ b/tests/testthat/test-discctrl-ds.rbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rbind::discctrl::setup")
+# context("ds.rbind::discctrl::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rbind::discctrl")
+# context("ds.rbind::discctrl")
 test_that("simple c", {
     expect_error(ds.rbind(c("D$survtime", "D$time.id", "D$female", "D$age.60"), newobj="rbind_newobj"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -42,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.rbind::discctrl::shutdown")
+# context("ds.rbind::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rbind::discctrl::done")
+# context("ds.rbind::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.reShape.R b/tests/testthat/test-discctrl-ds.reShape.R
index 65f68eb6d..ec759b697 100644
--- a/tests/testthat/test-discctrl-ds.reShape.R
+++ b/tests/testthat/test-discctrl-ds.reShape.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.reShape::discctrl::setup")
+# context("ds.reShape::discctrl::setup")
 
 connect.studies.dataset.survival(list("id", "study.id", "time.id", "cens", "age.60", "female"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.reShape::discctrl")
+# context("ds.reShape::discctrl")
 test_that("simple reShape", {
     expect_error(ds.reShape(data.name="D", v.names="age.60", timevar.name="time.id", idvar.name="id", direction="wide", newobj="reshape1_obj"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple reShape", {
 # Done
 #
 
-context("ds.reShape::discctrl::shutdown")
+# context("ds.reShape::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.reShape::discctrl::done")
+# context("ds.reShape::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.recodeLevels.R b/tests/testthat/test-discctrl-ds.recodeLevels.R
index 9f4ab0ca9..39551aa15 100644
--- a/tests/testthat/test-discctrl-ds.recodeLevels.R
+++ b/tests/testthat/test-discctrl-ds.recodeLevels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeLevels::discctrl::setup")
+# context("ds.recodeLevels::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("PM_BMI_CATEGORICAL"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.recodeLevels::discctrl")
+# context("ds.recodeLevels::discctrl")
 test_that("simple recodeLevels", {
     expect_error(expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL', newCategories=c('normal', 'overweight', 'obesity'), newobj='bmi_new'), "", fixed = TRUE), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -42,7 +43,7 @@ test_that("simple recodeLevels", {
 # Done
 #
 
-context("ds.recodeLevels::discctrl::shutdown")
+# context("ds.recodeLevels::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.recodeLevels::discctrl::done")
+# context("ds.recodeLevels::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.recodeValues.R b/tests/testthat/test-discctrl-ds.recodeValues.R
index 71580510c..1bd6aa93e 100644
--- a/tests/testthat/test-discctrl-ds.recodeValues.R
+++ b/tests/testthat/test-discctrl-ds.recodeValues.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::discctrl::setup")
+# context("ds.rep::discctrl::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rep::discctrl")
+# context("ds.rep::discctrl")
 test_that("simple recodeValues", {
     expect_error(ds.recodeValues("D$survtime", values2replace.vector=c(0,1), new.values.vector=c(-10,10), newobj="recodevalues_newobj"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple recodeValues", {
 # Done
 #
 
-context("ds.rep::discctrl::shutdown")
+# context("ds.rep::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rep::discctrl::done")
+# context("ds.rep::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.rep.R b/tests/testthat/test-discctrl-ds.rep.R
index feeb56c97..4828cc8ef 100644
--- a/tests/testthat/test-discctrl-ds.rep.R
+++ b/tests/testthat/test-discctrl-ds.rep.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::discctrl::setup")
+# context("ds.rep::discctrl::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.rep::discctrl")
+# context("ds.rep::discctrl")
 test_that("simple rep", {
     expect_error(ds.rep("D$survtime"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple rep", {
 # Done
 #
 
-context("ds.rep::discctrl::shutdown")
+# context("ds.rep::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rep::discctrl::done")
+# context("ds.rep::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.sample.R b/tests/testthat/test-discctrl-ds.sample.R
index 0991669ff..863112a49 100644
--- a/tests/testthat/test-discctrl-ds.sample.R
+++ b/tests/testthat/test-discctrl-ds.sample.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.sample::discctrl::setup")
+# context("ds.sample::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.sample::discctrl")
+# context("ds.sample::discctrl")
 test_that("simple c", {
     expect_error(ds.sample(x="D", size=20, seed.as.integer=27), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -39,7 +39,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.sample::discctrl::shutdown")
+# context("ds.sample::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +47,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.sample::discctrl::done")
+# context("ds.sample::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.seq.R b/tests/testthat/test-discctrl-ds.seq.R
index 5045b06ae..a74ba73a7 100644
--- a/tests/testthat/test-discctrl-ds.seq.R
+++ b/tests/testthat/test-discctrl-ds.seq.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.seq::discctrl::setup")
+# context("ds.seq::discctrl::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.seq::discctrl")
+# context("ds.seq::discctrl")
 test_that("simple rep", {
     expect_error(ds.seq(FROM.value.char="1", BY.value.char="1", LENGTH.OUT.value.char="10", ALONG.WITH.name=NULL, newobj="obj1"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -42,7 +43,7 @@ test_that("simple rep", {
 # Done
 #
 
-context("ds.seq::discctrl::shutdown")
+# context("ds.seq::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.seq::discctrl::done")
+# context("ds.seq::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.setSeed.R b/tests/testthat/test-discctrl-ds.setSeed.R
index 351859c29..f32371b6b 100644
--- a/tests/testthat/test-discctrl-ds.setSeed.R
+++ b/tests/testthat/test-discctrl-ds.setSeed.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.setSeed::discctrl::setup")
+# context("ds.setSeed::discctrl::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.setSeed::discctrl")
+# context("ds.setSeed::discctrl")
 test_that("simple c", {
     expect_error(ds.setSeed(4321), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
     
@@ -43,7 +43,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.setSeed::discctrl::shutdown")
+# context("ds.setSeed::discctrl::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -51,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.setSeed::discctrl::done")
+# context("ds.setSeed::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.subset.R b/tests/testthat/test-discctrl-ds.subset.R
new file mode 100644
index 000000000..6da2146d5
--- /dev/null
+++ b/tests/testthat/test-discctrl-ds.subset.R
@@ -0,0 +1,50 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
+#
+# Set up
+#
+
+# context("ds.subset::discctrl::setup")
+
+connect.studies.dataset.cnsim(list("DIS_DIAB","PM_BMI_CONTINUOUS","LAB_HDL", "GENDER"))
+
+test_that("setup", {
+    ds_expect_variables(c("D"))
+})
+
+#
+# Tests
+#
+# context("ds.subset::discctrl")
+test_that("simple subset", {
+    expect_error(expect_warning(ds.subset(datasources=ds.test_env$connections, subset='subD', x='D', rows=c(1:50), cols=c(1,2)), "", fixed = TRUE), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
+    
+    res_errors <- DSI::datashield.errors()
+
+    expect_length(res_errors, 1)
+    expect_length(res_errors$sim1, 1)
+    expect_equal(res_errors$sim1, "Command 'subsetDS(\"D\", FALSE, 1:50, c(1, 2))' failed on 'sim1': Error while evaluating 'is.null(base::assign('subD', value={dsBase::subsetDS(\"D\", FALSE, 1:50, dsBase::vectorDS(1, 2))}))' -> Error in checkPermissivePrivacyControlLevel() : \n  BLOCKED: The server is running in 'non-permissive' mode which has caused this method to be blocked\n", fixed = TRUE)
+})
+
+#
+# Done
+#
+
+# context("ds.subset::discctrl::shutdown")
+
+test_that("shutdown", {
+    ds_expect_variables(c("D"))
+})
+
+disconnect.studies.dataset.cnsim()
+
+# context("ds.subset::discctrl::done")
diff --git a/tests/testthat/test-discctrl-ds.subsetByClass.R b/tests/testthat/test-discctrl-ds.subsetByClass.R
new file mode 100644
index 000000000..a767cd546
--- /dev/null
+++ b/tests/testthat/test-discctrl-ds.subsetByClass.R
@@ -0,0 +1,54 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
+#
+# Set up
+#
+
+# context("ds.subsetByClass::discctrl::setup")
+
+connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
+
+test_that("setup", {
+    ds_expect_variables(c("D"))
+})
+
+#
+# Tests
+#
+# context("ds.subsetByClass::discctrl")
+test_that("simple subsetByClass", {
+    expect_error(expect_warning(ds.subsetByClass(x='D', subsets='subclasses1'), "", fixed = TRUE), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
+    
+    res_errors <- DSI::datashield.errors()
+
+    expect_length(res_errors, 3)
+    expect_length(res_errors$sim1, 1)
+    expect_equal(res_errors$sim1, "Command 'subsetByClassDS('D')' failed on 'sim1': Error while evaluating 'is.null(base::assign('subclasses1', value={dsBase::subsetByClassDS('D')}))' -> Error in checkPermissivePrivacyControlLevel() : \n  BLOCKED: The server is running in 'non-permissive' mode which has caused this method to be blocked\n", fixed = TRUE)
+    expect_length(res_errors$sim2, 1)
+    expect_equal(res_errors$sim2, "Command 'subsetByClassDS('D')' failed on 'sim2': Error while evaluating 'is.null(base::assign('subclasses1', value={dsBase::subsetByClassDS('D')}))' -> Error in checkPermissivePrivacyControlLevel() : \n  BLOCKED: The server is running in 'non-permissive' mode which has caused this method to be blocked\n", fixed = TRUE)
+    expect_length(res_errors$sim3, 1)
+    expect_equal(res_errors$sim3, "Command 'subsetByClassDS('D')' failed on 'sim3': Error while evaluating 'is.null(base::assign('subclasses1', value={dsBase::subsetByClassDS('D')}))' -> Error in checkPermissivePrivacyControlLevel() : \n  BLOCKED: The server is running in 'non-permissive' mode which has caused this method to be blocked\n", fixed = TRUE)
+})
+
+#
+# Done
+#
+
+# context("ds.subsetByClass::discctrl::shutdown")
+
+test_that("shutdown", {
+    ds_expect_variables(c("D"))
+})
+
+disconnect.studies.dataset.cnsim()
+
+# context("ds.subsetByClass::discctrl::done")
diff --git a/tests/testthat/test-expt-ds.dataFrame.R b/tests/testthat/test-expt-ds.dataFrame.R
index 0ec01ef2b..3660038c8 100644
--- a/tests/testthat/test-expt-ds.dataFrame.R
+++ b/tests/testthat/test-expt-ds.dataFrame.R
@@ -1,9 +1,20 @@
-context('ds.dataFrame::expt::setup')
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
+# context('ds.dataFrame::expt::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.data.frame.R')
 
-context('ds.dataFrame::expt::one_column::single')
+# context('ds.dataFrame::expt::one_column::single')
 test_that('numeric data',
 {
   connect.dataset.2()
@@ -17,7 +28,7 @@ test_that('numeric data',
   .test.data.frame.creation(c('D$NEGATIVE_INTEGER'),'integer_7_df')
 })
 
-context('ds.dataFrame::expt::several_columns::single')
+# context('ds.dataFrame::expt::several_columns::single')
 test_that('numeric data',
 {
   connect.dataset.2()
@@ -25,7 +36,7 @@ test_that('numeric data',
   .test.data.frame.creation(c('D$INTEGER','D$NON_NEGATIVE_INTEGER','D$POSITIVE_INTEGER','D$NEGATIVE_INTEGER'),'integer_9_df')
 })
 
-context('ds.dataFrame::expt::one_column::multiple')
+# context('ds.dataFrame::expt::one_column::multiple')
 test_that('numeric data',
 {
   connect.all.datasets()
@@ -39,7 +50,7 @@ test_that('numeric data',
   .test.data.frame.creation(c('D$NEGATIVE_INTEGER'),'integer_16_df')
 })
 
-context('ds.dataFrame::expt::several_columns::single')
+# context('ds.dataFrame::expt::several_columns::single')
 test_that('numeric data',
 {
   connect.all.datasets()
@@ -47,7 +58,7 @@ test_that('numeric data',
   .test.data.frame.creation(c('D$INTEGER','D$NON_NEGATIVE_INTEGER','D$POSITIVE_INTEGER','D$NEGATIVE_INTEGER'),'integer_17_df')
 })
 
-context('ds.dataFrame::expt::one_column_from_objects::single')
+# context('ds.dataFrame::expt::one_column_from_objects::single')
 test_that('numeric data',
 {
   connect.dataset.2()
@@ -61,7 +72,7 @@ test_that('numeric data',
   .test.data.frame.from.objects('D$NEGATIVE_INTEGER','numeric_created','numeric_27_df')
 })
 
-context('ds.dataFrame::expt::object::multiple')
+# context('ds.dataFrame::expt::object::multiple')
 test_that('numeric data',
 {
   connect.all.datasets()
@@ -75,14 +86,14 @@ test_that('numeric data',
   .test.data.frame.from.objects('D$NEGATIVE_INTEGER','numeric_created','numeric_35_df')
 })
 
-context('ds.dataFrame::expt::several_objects::multiple')
+# context('ds.dataFrame::expt::several_objects::multiple')
 test_that('several objects',
 {
   connect.all.datasets()
   .test.data.frame.from.different.objects('multiple_df')
 })
 
-context('ds.dataFrame::expt::non_numeric::multiple')
+# context('ds.dataFrame::expt::non_numeric::multiple')
 test_that("non_numeric",
 {
   connect.all.datasets()
@@ -93,7 +104,7 @@ test_that("non_numeric",
   .test.data.frame.from.objects('D$LOGICAL','boolean_created' ,'boolean_df')
 })
 
-context('ds.dataFrame::expt::non_numeric::multiple')
+# context('ds.dataFrame::expt::non_numeric::multiple')
 {
   connect.dataset.2()
   .test.data.frame.creation(c('D$CHARACTER'),'character_df')
@@ -103,6 +114,6 @@ context('ds.dataFrame::expt::non_numeric::multiple')
   .test.data.frame.from.objects('D$LOGICAL','boolean_created' ,'boolean_df')
 }
 
-context('ds.dataFrame::expt::shutdown')
+# context('ds.dataFrame::expt::shutdown')
 
-context('ds.dataFrame::expt::done')
+# context('ds.dataFrame::expt::done')
diff --git a/tests/testthat/test-expt-ds.glmerSLMA.R b/tests/testthat/test-expt-ds.glmerSLMA.R
index 0ce25e862..8c6fe40bc 100644
--- a/tests/testthat/test-expt-ds.glmerSLMA.R
+++ b/tests/testthat/test-expt-ds.glmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmerSLMA::expt::setup")
+# context("ds.glmerSLMA::expt::setup")
 #source("connection_to_datasets/init_all_datasets.R")
 connect.studies.dataset.cluster.int(list('idChild','idSurgery','trtGrp','s0','nDoctors',
                                          'idDoctor','c0','nPatients','Male','age','BMI',
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmerSLMA::expt::int::multiple")
+# context("ds.glmerSLMA::expt::int::multiple")
 test_that("linear mixed model with 2 levels of hierarchy",
           {
 
@@ -76,7 +77,7 @@ test_that("linear mixed model with 2 levels of hierarchy",
 # Shutdown
 #
 
-context("ds.lmerSLMA::expt::shutdown")
+# context("ds.lmerSLMA::expt::shutdown")
 
 disconnect.studies.dataset.cluster.int()
 
@@ -84,4 +85,4 @@ disconnect.studies.dataset.cluster.int()
 # Done
 #
 
-context("ds.lmerSLMA::expt::done")
+# context("ds.lmerSLMA::expt::done")
diff --git a/tests/testthat/test-expt-ds.lmerSLMA.R b/tests/testthat/test-expt-ds.lmerSLMA.R
index 271381c6a..703a589dd 100644
--- a/tests/testthat/test-expt-ds.lmerSLMA.R
+++ b/tests/testthat/test-expt-ds.lmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.lmerSLMA::expt::setup")
+# context("ds.lmerSLMA::expt::setup")
 #source("connection_to_datasets/init_all_datasets.R")
 connect.studies.dataset.cluster.int(list('idChild','idSurgery','trtGrp','s0','nDoctors',
                                          'idDoctor','c0','nPatients','Male','age','BMI',
@@ -27,7 +28,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lmerSLMA::expt::int::multiple")
+# context("ds.lmerSLMA::expt::int::multiple")
 test_that("linear mixed model with 2 levels of hierarchy",
           {
 
@@ -79,4 +80,4 @@ test_that("linear mixed model with 2 levels of hierarchy",
 
 disconnect.studies.dataset.cluster.int()
 
-context("ds.lmerSLMA::expt::done")
+# context("ds.lmerSLMA::expt::done")
diff --git a/tests/testthat/test-expt-ds.mean.R b/tests/testthat/test-expt-ds.mean.R
index 8c6d6b44a..782a4acbe 100644
--- a/tests/testthat/test-expt-ds.mean.R
+++ b/tests/testthat/test-expt-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -14,7 +15,7 @@ source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.mean.R")
 
 
-context("ds.mean::expt::combine::multiple")
+# context("ds.mean::expt::combine::multiple")
 test_that("combined data set",
 {
   connect.all.datasets()
@@ -29,7 +30,7 @@ test_that("combined data set",
   .test.mean.combined('D$NEGATIVE_NUMERIC',ds.test_env$local.values[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.mean::expt::split::multiple")
+# context("ds.mean::expt::split::multiple")
 test_that("split data set",
 {
   connect.all.datasets()
@@ -44,7 +45,7 @@ test_that("split data set",
   .test.mean.split('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.2[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.3[,'NEGATIVE_NUMERIC'])
 })
 
-context("ds.mean::expt::single")
+# context("ds.mean::expt::single")
 test_that("combined data set",
 {
   connect.dataset.1()
@@ -58,7 +59,7 @@ test_that("combined data set",
   .test.mean.combined('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.mean::expt::large_values::single")
+# context("ds.mean::expt::large_values::single")
 test_that("combined data set",
 {
   connect.dataset.1()
@@ -72,7 +73,7 @@ test_that("combined data set",
   .test.mean.large('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.mean::expt::large_values::multiple")
+# context("ds.mean::expt::large_values::multiple")
 test_that("combined data set",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-expt-ds.reshape.R b/tests/testthat/test-expt-ds.reshape.R
index 853d31af2..4e8f243b3 100644
--- a/tests/testthat/test-expt-ds.reshape.R
+++ b/tests/testthat/test-expt-ds.reshape.R
@@ -1,9 +1,20 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.reshape.R")
 source("definition_tests/def-assign-stats.R")
 
 
-context("ds.reShape::expt::multiple")
+# context("ds.reShape::expt::multiple")
 test_that("copy and transform", 
 {
    init.testing.datasets()
diff --git a/tests/testthat/test-expt-ds.skewness.R b/tests/testthat/test-expt-ds.skewness.R
index d43bdce86..268ac3a13 100644
--- a/tests/testthat/test-expt-ds.skewness.R
+++ b/tests/testthat/test-expt-ds.skewness.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.skewness.R")
 
-context("ds.skewness::expt::combine::multiple")
+# context("ds.skewness::expt::combine::multiple")
 
 test_that("combined data set",
           {
@@ -28,7 +29,7 @@ test_that("combined data set",
             .test.skewness.combined('D$NEGATIVE_NUMERIC',ds.test_env$local.values[,'NEGATIVE_NUMERIC'], method = 1) 
           })
 
-context("ds.skewness::expt::split::multiple")
+# context("ds.skewness::expt::split::multiple")
 test_that("split data set",
           {
             connect.all.datasets()
@@ -42,7 +43,7 @@ test_that("split data set",
             .test.skewness.split('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.2[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.3[,'NEGATIVE_NUMERIC'], method = 2)
           })
 
-context("ds.skewness::expt::single")
+# context("ds.skewness::expt::single")
 test_that("combined data set",
           {
             connect.dataset.1()
diff --git a/tests/testthat/test-expt-ds.var.R b/tests/testthat/test-expt-ds.var.R
index e8a19fd4f..e4764f327 100644
--- a/tests/testthat/test-expt-ds.var.R
+++ b/tests/testthat/test-expt-ds.var.R
@@ -1,8 +1,19 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.var.R")
 
 
-context("ds.var::expt::multiple")
+# context("ds.var::expt::multiple")
 test_that("combined data set",
 {
   connect.all.datasets()
@@ -16,7 +27,7 @@ test_that("combined data set",
   .test.var.combined('D$NEGATIVE_NUMERIC',ds.test_env$local.values[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.var::expt::single")
+# context("ds.var::expt::single")
 test_that("split data set",
 {
   connect.all.datasets()
@@ -30,7 +41,7 @@ test_that("split data set",
   .test.var.split('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.2[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.3[,'NEGATIVE_NUMERIC'])
 })
 
-context("ds.var::expt::large_values::multiple")
+# context("ds.var::expt::large_values::multiple")
 test_that("large values",
 {
   connect.all.datasets()
@@ -44,7 +55,7 @@ test_that("large values",
   .test.variance.large('D$NEGATIVE_NUMERIC',ds.test_env$local.values[,'NEGATIVE_NUMERIC']) 
 })
 
-context("ds.var::expt::large_values::single")
+# context("ds.var::expt::large_values::single")
 test_that("large values",
 {
   connect.dataset.1()
@@ -58,4 +69,3 @@ test_that("large values",
   .test.variance.large('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC']) 
 })
 
-
diff --git a/tests/testthat/test-expt_bug-ds.asFactor.R b/tests/testthat/test-expt_bug-ds.asFactor.R
index 16ca08534..b7f26c9ee 100644
--- a/tests/testthat/test-expt_bug-ds.asFactor.R
+++ b/tests/testthat/test-expt_bug-ds.asFactor.R
@@ -1,7 +1,17 @@
-source("definition_tests/def-ds.asFactor.R")
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
 
+source("definition_tests/def-ds.asFactor.R")
 
-context("ds.asFactor::expt::multiple")
+# context("ds.asFactor::expt::multiple")
 test_that("combined data set",
 {
   connect.all.datasets()
@@ -16,7 +26,7 @@ test_that("combined data set",
   .test.find.factor('D$FACTOR_INTEGER', 'FACTOR_INT.f',ds.test_env$local.values,15)
 })
 
-context("ds.asFactor::expt::single")
+# context("ds.asFactor::expt::single")
 test_that("single dataset ",
 {
   connect.dataset.1()
diff --git a/tests/testthat/test-expt_bug-ds.dataFrameSort.R b/tests/testthat/test-expt_bug-ds.dataFrameSort.R
index 7f4f065a3..522c28ca6 100644
--- a/tests/testthat/test-expt_bug-ds.dataFrameSort.R
+++ b/tests/testthat/test-expt_bug-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,12 +9,12 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
 
-context('ds.dataFrameSort::expt::setup')
+# context('ds.dataFrameSort::expt::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.dataFrameSort.R')
 
-context("ds.dataFrameSort::expt::multiple::correct_parameter_class")
+# context("ds.dataFrameSort::expt::multiple::correct_parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -31,7 +32,7 @@ test_that('all datasets',
             .test.function.parameters("D","D$NUMERIC_ONE_CHANGE",TRUE,"alphabetic","server.data")
             .test.function.parameters("D","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
-context("ds.dataFrameSort::expt::single::correct_parameter_class")
+# context("ds.dataFrameSort::expt::single::correct_parameter_class")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -49,7 +50,7 @@ test_that('dataset 2',
             .test.function.parameters("D","D$NUMERIC_ONE_CHANGE",TRUE,"alphabetic","server.data")
             .test.function.parameters("D","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
-context("ds.dataFrameSort::expt::multiple::incorrect_parameter_class")
+# context("ds.dataFrameSort::expt::multiple::incorrect_parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -65,7 +66,7 @@ test_that('all datasets',
             .test.function.parameters("D","D$NUMERIC_ONE_CHANGE",TRUE,"alphabetic",23)
             .test.function.parameters("dataframe","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
-context("ds.dataFrameSort::expt::single::incorrect_parameter_class")
+# context("ds.dataFrameSort::expt::single::incorrect_parameter_class")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -82,7 +83,7 @@ test_that('dataset 2',
             .test.function.parameters("dataframe","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt::multiple::df::creation")
+# context("ds.dataFrameSort::expt::multiple::df::creation")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -98,7 +99,7 @@ test_that('all datasets',
             .test.data.frame.creation("D","NUMERIC_ONE_CHANGE",TRUE,"numeric","server.data")
             .test.data.frame.creation("D","INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
-context("ds.dataFrameSort::expt::single::df::creation")
+# context("ds.dataFrameSort::expt::single::df::creation")
 test_that('dataset 3',
           {  
             connect.dataset.3()
@@ -114,7 +115,7 @@ test_that('dataset 3',
             .test.data.frame.creation("D","NUMERIC_ONE_CHANGE",TRUE,"numeric","server.data")
             .test.data.frame.creation("D","INTEGER_ONE_CHANGE",FALSE,"alphabetic","server.data")
           })
-context("ds.dataFrameSort::expt::multiple::numeric::ascending")
+# context("ds.dataFrameSort::expt::multiple::numeric::ascending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -140,7 +141,7 @@ test_that('all datasets',
             
             
           })
-context("ds.dataFrameSort::expt::single::numeric::ascending")
+# context("ds.dataFrameSort::expt::single::numeric::ascending")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -166,7 +167,7 @@ test_that('dataset 1',
             
             
           })
-context("ds.dataFrameSort::expt::multiple::numeric::descending")
+# context("ds.dataFrameSort::expt::multiple::numeric::descending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -192,7 +193,7 @@ test_that('all datasets',
             
             
           })
-context("ds.dataFrameSort::expt::single::numeric::descending")
+# context("ds.dataFrameSort::expt::single::numeric::descending")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -220,7 +221,7 @@ test_that('dataset 1',
           })
 
 
-context("ds.dataFrameSort::expt::multiple::alphabetic::ascending")
+# context("ds.dataFrameSort::expt::multiple::alphabetic::ascending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -246,7 +247,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","FACTOR_CHARACTER",FALSE,"alphabetic","server.data",local.df.list) 
             .test.data.frame.sorting("D","CHARACTER",FALSE,"alphabetic","server.data",local.df.list)
           })
-context("ds.dataFrameSort::expt::single::alphabetic::ascending")
+# context("ds.dataFrameSort::expt::single::alphabetic::ascending")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -272,7 +273,7 @@ test_that('dataset 2',
             #.test.data.frame.sorting("D","FACTOR_CHARACTER",FALSE,"alphabetic","server.data",local.df.list) 
             .test.data.frame.sorting("D","CHARACTER",FALSE,"alphabetic","server.data",local.df.list)
           })
-context("ds.dataFrameSort::expt::multiple::alphabetic::descending")
+# context("ds.dataFrameSort::expt::multiple::alphabetic::descending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -296,7 +297,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","FACTOR_CHARACTER",TRUE,"alphabetic","server.data",local.df.list)
             .test.data.frame.sorting("D","CHARACTER",TRUE,"alphabetic","server.data",local.df.list)
           })
-context("ds.dataFrameSort::expt::single::alphabetic::descending")
+# context("ds.dataFrameSort::expt::single::alphabetic::descending")
 test_that('dataset 3',
           {  
             connect.dataset.3()
@@ -322,7 +323,7 @@ test_that('dataset 3',
           })
 
 
-context('ds.dataFrameSort::expt::shutdown')
+# context('ds.dataFrameSort::expt::shutdown')
 
 
-context('ds.dataFrameSort::expt::done')
+# context('ds.dataFrameSort::expt::done')
diff --git a/tests/testthat/test-expt_bug-ds.make.R b/tests/testthat/test-expt_bug-ds.make.R
index 2b5005d03..1bcf320cc 100644
--- a/tests/testthat/test-expt_bug-ds.make.R
+++ b/tests/testthat/test-expt_bug-ds.make.R
@@ -1,9 +1,20 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.make.R")
 source("definition_tests/def-assign-stats.R")
 
 
-context("ds.make::expt::copy_transform:single")
+# context("ds.make::expt::copy_transform:single")
 test_that("copy and transform", 
 {
   connect.dataset.1()
@@ -20,7 +31,7 @@ test_that("copy and transform",
 
 
 
-context("ds.make::expt::copy_data::single")
+# context("ds.make::expt::copy_data::single")
 test_that("copy data without any changes applied",
 {
   connect.dataset.1()
@@ -35,7 +46,7 @@ test_that("copy data without any changes applied",
   .test.copy.data('D$FACTOR_INTEGER','FACTOR_INTEGER_created',ds.test_env$local.values.1[,15])
 })
 
-context("ds.make::expt::copy_data::multiple")
+# context("ds.make::expt::copy_data::multiple")
 test_that("copy data without any changes applied",
 {
   connect.all.datasets()
@@ -50,7 +61,7 @@ test_that("copy data without any changes applied",
   .test.copy.data('D$FACTOR_INTEGER','FACTOR_INTEGER_created',ds.test_env$local.values[,15])
 })
 
-context("ds.make::expt::sum_of_two_vectors::single")
+# context("ds.make::expt::sum_of_two_vectors::single")
 test_that("apply the the sum some vectors",
 {
   connect.dataset.1()
@@ -82,7 +93,7 @@ test_that("apply the the sum some vectors",
 })
 
 
-context("ds.make::expt::sum_of_two_vectors::multiple")
+# context("ds.make::expt::sum_of_two_vectors::multiple")
 test_that("add some vectors",
  {
    connect.all.datasets()
@@ -111,7 +122,7 @@ test_that("add some vectors",
    .test.operation.vectors('D$NUMERIC','D$NON_NEGATIVE_NUMERIC','NUMERIC_created',"+",result.local = .add.vectors(ds.test_env$local.values[,10],ds.test_env$local.values[,11]))
  })
 
-context("ds.make::expt::product_of_two_vectors::single")
+# context("ds.make::expt::product_of_two_vectors::single")
 test_that("multiply two vectors",
 {
   connect.dataset.1()
@@ -144,7 +155,7 @@ test_that("multiply two vectors",
 
 
 
-context("ds.make::expt::product_of_two_vectors::multiple")
+# context("ds.make::expt::product_of_two_vectors::multiple")
 test_that("multiply two vectors",
 {
   connect.all.datasets()
@@ -173,7 +184,7 @@ test_that("multiply two vectors",
   .test.operation.vectors('D$NUMERIC','D$NON_NEGATIVE_NUMERIC','NUMERIC_created',"*",result.local = .mult.vectors(ds.test_env$local.values[,10],ds.test_env$local.values[,11]))
 })
 
-context("ds.make::expt::division_of_two_vectors::multiple")
+# context("ds.make::expt::division_of_two_vectors::multiple")
 test_that("divide two vectors",
 {
   connect.all.datasets()
@@ -202,7 +213,7 @@ test_that("divide two vectors",
 })
 
 
-context("ds.make::expt::division_of_two_vectors::single")
+# context("ds.make::expt::division_of_two_vectors::single")
 test_that("divide two vectors",
 {
   connect.dataset.1()
@@ -231,7 +242,7 @@ test_that("divide two vectors",
 })
 
 
-context("ds.make::expt::substract_of_two_vectors::multiple")
+# context("ds.make::expt::substract_of_two_vectors::multiple")
 test_that("substract two vectors",
 {
   connect.all.datasets()
@@ -260,7 +271,7 @@ test_that("substract two vectors",
 })
 
 
-context("ds.make::expt::substract_of_two_vectors::single")
+# context("ds.make::expt::substract_of_two_vectors::single")
 test_that("substract two vectors",
 {
   connect.dataset.1()
@@ -289,7 +300,7 @@ test_that("substract two vectors",
 })
 
 
-context("ds.make::expt::sum_of_constant::single")
+# context("ds.make::expt::sum_of_constant::single")
 test_that("apply the the sum a vector and a constant value",
 {
   connect.dataset.1()
@@ -306,7 +317,7 @@ test_that("apply the the sum a vector and a constant value",
  
  })
 
-context("ds.make::expt::substract_of_constant::single")
+# context("ds.make::expt::substract_of_constant::single")
 test_that("substract a constant value to all the values of a vector",
 {
   connect.dataset.1()
@@ -324,7 +335,7 @@ test_that("substract a constant value to all the values of a vector",
 })
 
 
-context("ds.make::expt::divide_of_constant::single")
+# context("ds.make::expt::divide_of_constant::single")
 test_that("divide a constant value to all the values of a vector",
 {
   connect.dataset.1()
@@ -341,7 +352,7 @@ test_that("divide a constant value to all the values of a vector",
   
 })
 
-context("ds.make::expt::multiply_of_constant::single")
+# context("ds.make::expt::multiply_of_constant::single")
 test_that("multiply a constant value to all the values of a vector",
 {
   connect.dataset.1()
@@ -359,7 +370,7 @@ test_that("multiply a constant value to all the values of a vector",
 })
 
 
-context("ds.make::expt::sum_of_constant::multiple")
+# context("ds.make::expt::sum_of_constant::multiple")
 test_that("apply the the sum a vector and a constant value",
 {
   connect.all.datasets()
@@ -376,7 +387,7 @@ test_that("apply the the sum a vector and a constant value",
   
 })
 
-context("ds.make::expt::substract_of_constant::multiple")
+# context("ds.make::expt::substract_of_constant::multiple")
 test_that("substract a constant value to all the values of a vector",
 {
   connect.all.datasets()
@@ -394,7 +405,7 @@ test_that("substract a constant value to all the values of a vector",
 })
 
 
-context("ds.make::expt::divide_of_constant::multiple")
+# context("ds.make::expt::divide_of_constant::multiple")
 test_that("divide a constant value to all the values of a vector",
 {
   connect.all.datasets()
@@ -411,7 +422,7 @@ test_that("divide a constant value to all the values of a vector",
   
 })
 
-context("ds.make::expt::multiply_of_constant::multiple")
+# context("ds.make::expt::multiply_of_constant::multiple")
 test_that("multiply a constant value to all the values of a vector",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-expt_bug-ds.rPois.R b/tests/testthat/test-expt_bug-ds.rPois.R
index 5e2b808a6..41716ac90 100644
--- a/tests/testthat/test-expt_bug-ds.rPois.R
+++ b/tests/testthat/test-expt_bug-ds.rPois.R
@@ -1,8 +1,19 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.rPois.R")
 
 
-context("ds.rPois::expt::no seeds::single")
+# context("ds.rPois::expt::no seeds::single")
 test_that("Poisson without seeds",
 {
   connect.dataset.1()
@@ -15,7 +26,7 @@ test_that("Poisson without seeds",
 })
 
 
-context("ds.rPois::expt::no seeds::multiple")
+# context("ds.rPois::expt::no seeds::multiple")
 test_that("Poisson without seeds",
 {
   connect.all.datasets()
@@ -29,7 +40,7 @@ test_that("Poisson without seeds",
 
 
 
-context("ds.rPois::expt::with seeds::single")
+# context("ds.rPois::expt::with seeds::single")
 test_that("Poisson with seeds",
 {
   
@@ -44,7 +55,7 @@ test_that("Poisson with seeds",
   .test.basic.expectation.with.seeds(2^31,'poisson_dist_7')
 })
 
-context("ds.rPois::expt::with seeds::multiple")
+# context("ds.rPois::expt::with seeds::multiple")
 test_that("Poisson with seeds",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-expt_bug-ds.rUnif.R b/tests/testthat/test-expt_bug-ds.rUnif.R
index 845d3fa0f..f026843c8 100644
--- a/tests/testthat/test-expt_bug-ds.rUnif.R
+++ b/tests/testthat/test-expt_bug-ds.rUnif.R
@@ -1,7 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.rUnif.R")
 
-context("ds.rUnif::expt::no_seeds::single")
+# context("ds.rUnif::expt::no_seeds::single")
 test_that("basic expectation",
 {
   connect.dataset.2()
@@ -14,7 +25,7 @@ test_that("basic expectation",
   .test.basic.expectation(2^31-1,'uniform_dist_6')
 })
 
-context("ds.rUnif::expt::no_seeds::multiple")
+# context("ds.rUnif::expt::no_seeds::multiple")
 test_that("basic expectation",
 {
   connect.all.datasets()
@@ -27,7 +38,7 @@ test_that("basic expectation",
   .test.basic.expectation(2^31-1,'uniform_dist_6')
 })
 
-context("ds.rUnif::expt::seeds::single")
+# context("ds.rUnif::expt::seeds::single")
 test_that("basic expectation",
 {
   connect.dataset.2()
@@ -40,7 +51,7 @@ test_that("basic expectation",
   .test.basic.expectation.with.seeds(2^31-1,'uniform_dist_6')
 })
 
-context("ds.rUnif::expt::seeds::multiple")
+# context("ds.rUnif::expt::seeds::multiple")
 test_that("basic expectation",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-expt_bug-ds.recodeValues.R b/tests/testthat/test-expt_bug-ds.recodeValues.R
index 4a35f9b27..4f6bf6599 100644
--- a/tests/testthat/test-expt_bug-ds.recodeValues.R
+++ b/tests/testthat/test-expt_bug-ds.recodeValues.R
@@ -1,7 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.recodeValues.R")
 
-context("ds.recodeValues::expt::changes_applied::single::")
+# context("ds.recodeValues::expt::changes_applied::single::")
 test_that("changes must be applied",
 {
   
@@ -40,7 +51,7 @@ test_that("changes must be applied",
 })
 
 
-context("ds.recodeValues::expt::changes_applied::multiple")
+# context("ds.recodeValues::expt::changes_applied::multiple")
 test_that("changes must be applied",
 {
     
@@ -81,7 +92,7 @@ test_that("changes must be applied",
 
 
 
-  context("ds.recodeValues::expt::no_change_applied::single")
+  # context("ds.recodeValues::expt::no_change_applied::single")
   test_that("no_change_applied",
   {
       connect.dataset.1() 
@@ -129,7 +140,7 @@ test_that("changes must be applied",
   })            
               
           
-context("ds.recodeValues::expt::no_change_applied::multiple")
+# context("ds.recodeValues::expt::no_change_applied::multiple")
 test_that("no_change_applied",
 {
     connect.all.datasets()
diff --git a/tests/testthat/test-expt_bug-ds.table.R b/tests/testthat/test-expt_bug-ds.table.R
index 23844fdf6..1834fca0a 100644
--- a/tests/testthat/test-expt_bug-ds.table.R
+++ b/tests/testthat/test-expt_bug-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -8,10 +9,10 @@
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
 
-context("ds.table::expt::setup")
+# context("ds.table::expt::setup")
 connect.testing.group.dataset.1()
 
-context("ds.table::expt::single")
+# context("ds.table::expt::single")
 test_that("combined data set",
 {
   #PRW AND ALEX WILL WRITE SOME CONNECT AND DISCONNECT FUNCTIONS ONCE WE KNOW THE DATA ARE SUITABLE   - TO DO IMPORTANT !!!!!!!! COMPLETELY INEFFICIENT AT THE MOMENT 17/2/2020
diff --git a/tests/testthat/test-expt_dgr-ds.dataFrameSort.R b/tests/testthat/test-expt_dgr-ds.dataFrameSort.R
index 251170e72..9ff0bca2b 100644
--- a/tests/testthat/test-expt_dgr-ds.dataFrameSort.R
+++ b/tests/testthat/test-expt_dgr-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context('ds.dataFrameSort::expt_dgr::setup')
+# context('ds.dataFrameSort::expt_dgr::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.dataFrameSort.R')
@@ -21,7 +22,7 @@ source('definition_tests/def-ds.dataFrameSort.R')
 # Tests
 #
 
-context("ds.dataFrameSort::expt_dgr::multiple::correct_parameter_class")
+# context("ds.dataFrameSort::expt_dgr::multiple::correct_parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -40,7 +41,7 @@ test_that('all datasets',
             .test.function.parameters("D","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::single::correct_parameter_class")
+# context("ds.dataFrameSort::expt_dgr::single::correct_parameter_class")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -59,7 +60,7 @@ test_that('dataset 2',
             .test.function.parameters("D","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::incorrect_parameter_class")
+# context("ds.dataFrameSort::expt_dgr::multiple::incorrect_parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -76,7 +77,7 @@ test_that('all datasets',
             .test.function.parameters("dataframe","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::single::incorrect_parameter_class")
+# context("ds.dataFrameSort::expt_dgr::single::incorrect_parameter_class")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -93,7 +94,7 @@ test_that('dataset 2',
             .test.function.parameters("dataframe","D$INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::df::creation")
+# context("ds.dataFrameSort::expt_dgr::multiple::df::creation")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -110,7 +111,7 @@ test_that('all datasets',
             .test.data.frame.creation("D","INTEGER_ONE_CHANGE",TRUE,"numeric","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::single::df::creation")
+# context("ds.dataFrameSort::expt_dgr::single::df::creation")
 test_that('dataset 3',
           {  
             connect.dataset.3()
@@ -127,7 +128,7 @@ test_that('dataset 3',
             .test.data.frame.creation("D","INTEGER_ONE_CHANGE",FALSE,"alphabetic","server.data")
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::numeric::ascending")
+# context("ds.dataFrameSort::expt_dgr::multiple::numeric::ascending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -148,7 +149,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","CHARACTER",FALSE,"numeric","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::single::numeric::ascending")
+# context("ds.dataFrameSort::expt_dgr::single::numeric::ascending")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -169,7 +170,7 @@ test_that('dataset 1',
             #.test.data.frame.sorting("D","CHARACTER",FALSE,"numeric","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::numeric::descending")
+# context("ds.dataFrameSort::expt_dgr::multiple::numeric::descending")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -192,7 +193,7 @@ test_that('all datasets',
             
           })
 
-context("ds.dataFrameSort::expt_dgr::single::numeric::descending")
+# context("ds.dataFrameSort::expt_dgr::single::numeric::descending")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -214,7 +215,7 @@ test_that('dataset 1',
           })
 
 
-context("ds.dataFrameSort::expt_dgr::multiple::alphabetic::ascending")
+# context("ds.dataFrameSort::expt_dgr::multiple::alphabetic::ascending")
 test_that('all datasets',
           {  
             #connect.all.datasets()
@@ -242,7 +243,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","CHARACTER",FALSE,"alphabetic","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::single::alphabetic::ascending")
+# context("ds.dataFrameSort::expt_dgr::single::alphabetic::ascending")
 test_that('dataset 2',
           {  
             #connect.dataset.2()
@@ -270,7 +271,7 @@ test_that('dataset 2',
             #.test.data.frame.sorting("D","CHARACTER",FALSE,"alphabetic","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::multiple::alphabetic::descending")
+# context("ds.dataFrameSort::expt_dgr::multiple::alphabetic::descending")
 test_that('all datasets',
           {  
             #connect.all.datasets()
@@ -296,7 +297,7 @@ test_that('all datasets',
             #.test.data.frame.sorting("D","CHARACTER",TRUE,"alphabetic","server.data",all.local.values)
           })
 
-context("ds.dataFrameSort::expt_dgr::single::alphabetic::descending")
+# context("ds.dataFrameSort::expt_dgr::single::alphabetic::descending")
 test_that('dataset 3',
           {  
             #connect.dataset.3()
@@ -326,10 +327,10 @@ test_that('dataset 3',
 # Shutdown
 #
 
-context('ds.dataFrameSort::expt_dgr::shutdown')
+# context('ds.dataFrameSort::expt_dgr::shutdown')
 
 #
 # Done
 #
 
-context('ds.dataFrameSort::expt_dgr::done')
+# context('ds.dataFrameSort::expt_dgr::done')
diff --git a/tests/testthat/test-expt_dgr-ds.dataFrameSubset.R b/tests/testthat/test-expt_dgr-ds.dataFrameSubset.R
index 222d41bd5..278403ec9 100644
--- a/tests/testthat/test-expt_dgr-ds.dataFrameSubset.R
+++ b/tests/testthat/test-expt_dgr-ds.dataFrameSubset.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSubset::expt_dgr::setup")
+# context("ds.dataFrameSubset::expt_dgr::setup")
 
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.dataFrameSubset.R")
@@ -21,7 +22,7 @@ source("definition_tests/def-ds.dataFrameSubset.R")
 # Tests
 #
 
-context("ds.dataFrameSubset::expt_dgr::multiple::parameter_class")
+# context("ds.dataFrameSubset::expt_dgr::multiple::parameter_class")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -41,7 +42,7 @@ test_that('all datasets',
             
           })
 
-context("ds.dataFrameSubset::expt_dgr::single::parameter_class")
+# context("ds.dataFrameSubset::expt_dgr::single::parameter_class")
 test_that('dataset 1',
           {  
             connect.dataset.1()
@@ -61,7 +62,7 @@ test_that('dataset 1',
             
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::all_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::all_columns")
 test_that('all datasets',
           {  
             connect.all.datasets()
@@ -73,7 +74,7 @@ test_that('all datasets',
             .test.data.frame.creation("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=","subset.server")
           })
 
-context("ds.dataFrameSubset::expt_dgr::single::all_columns")
+# context("ds.dataFrameSubset::expt_dgr::single::all_columns")
 test_that('dataset 2',
           {  
             connect.dataset.2()
@@ -85,7 +86,7 @@ test_that('dataset 2',
             .test.data.frame.creation("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=","subset.server")
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::all_columns::subset_by_rows")
+# context("ds.dataFrameSubset::expt_dgr::multiple::all_columns::subset_by_rows")
 test_that("all datasets",
           { 
             connect.all.datasets()
@@ -104,7 +105,7 @@ test_that("all datasets",
             subset.by.rows("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::single::all_columns::subset_by_rows")
+# context("ds.dataFrameSubset::expt_dgr::single::all_columns::subset_by_rows")
 test_that("dataset 3",
           { 
             connect.dataset.3()
@@ -123,7 +124,7 @@ test_that("dataset 3",
             subset.by.rows("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::subset_by_rows_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::subset_by_rows_columns")
 test_that("all datasets",
           { 
             connect.all.datasets()
@@ -142,7 +143,7 @@ test_that("all datasets",
             subset.by.rows.cols("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC",1:15,"<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::single::subset_by_rows_columns")
+# context("ds.dataFrameSubset::expt_dgr::single::subset_by_rows_columns")
 test_that("dataset 1",
           { 
             connect.dataset.1()
@@ -162,7 +163,7 @@ test_that("dataset 1",
           })
 
 
-context("ds.dataFrameSubset::expt_dgr::multiple::subset_by_rows_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::subset_by_rows_columns")
 test_that("all datasets",
           { 
             connect.all.datasets()
@@ -180,7 +181,7 @@ test_that("all datasets",
             subset.by.rows.cols("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC",1:15,"<=",TRUE,"subset.server",local.df.list)
             subset.by.rows.cols("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC",1:15,"<=",FALSE,"subset.server",local.df.list)
           })
-context("ds.dataFrameSubset::expt_dgr::single::subset_by_rows_columns")
+# context("ds.dataFrameSubset::expt_dgr::single::subset_by_rows_columns")
 test_that("dataset 2",
           { 
             connect.dataset.2()
@@ -199,7 +200,7 @@ test_that("dataset 2",
             subset.by.rows.cols("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC",1:15,"<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::all_rows_subset_by_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::all_rows_subset_by_columns")
 test_that("all datasets",
           {  connect.all.datasets()
             local.df.list<-list(ds.test_env$local.values.1,ds.test_env$local.values.2,ds.test_env$local.values.3)
@@ -211,7 +212,7 @@ test_that("all datasets",
             subset.by.cols("D","NON_NEGATIVE_NUMERIC",c(1:7,13:16),FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::expt_dgr::multiple::all_rows_subset_by_columns")
+# context("ds.dataFrameSubset::expt_dgr::multiple::all_rows_subset_by_columns")
 test_that("dataset 3",
           {  connect.dataset.3()
             local.df.list<-list(ds.test_env$local.values.3)
diff --git a/tests/testthat/test-math-ds.mean.R b/tests/testthat/test-math-ds.mean.R
index 601e6a502..4c2a15593 100644
--- a/tests/testthat/test-math-ds.mean.R
+++ b/tests/testthat/test-math-ds.mean.R
@@ -1,9 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.mean.R")
 
-
-
-context("ds.mean::math::residual::multiple")
+# context("ds.mean::math::residual::multiple")
 test_that("residual deviation tends to 0",
 {
   connect.all.datasets()
@@ -27,7 +36,7 @@ test_that("residual deviation tends to 0",
    
 })
 
-context("ds.mean::math::residual::multiple")
+# context("ds.mean::math::residual::multiple")
 test_that("residual deviation tends to 0",
 {
   connect.all.datasets()
@@ -53,7 +62,7 @@ test_that("residual deviation tends to 0",
 })
 
 
-context("ds.mean::math::location_parameter::single")
+# context("ds.mean::math::location_parameter::single")
 test_that("mean(X+a) - mean(X) = a",
 {
   connect.dataset.1()
@@ -68,7 +77,7 @@ test_that("mean(X+a) - mean(X) = a",
   .test.location.parameter('D$NEGATIVE_NUMERIC') 
 })
 
-context("ds.mean::math::location_parameter::multiple")
+# context("ds.mean::math::location_parameter::multiple")
 test_that("mean(X+a) - mean(X) = a",
 {
   connect.all.datasets()
@@ -86,7 +95,7 @@ test_that("mean(X+a) - mean(X) = a",
 
 
 
-context("ds.mean::math::scale::multiple")
+# context("ds.mean::math::scale::multiple")
 test_that("mean(X+a) / mean(X) = a",
 {
   connect.all.datasets()
@@ -101,7 +110,7 @@ test_that("mean(X+a) / mean(X) = a",
   .test.scale('D$NEGATIVE_NUMERIC') 
 })
 
-context("ds.mean::math::scale::single")
+# context("ds.mean::math::scale::single")
 test_that("mean(X*a) / mean(X) = a",
 {
   connect.dataset.1()
diff --git a/tests/testthat/test-math-ds.var.R b/tests/testthat/test-math-ds.var.R
index 47a7270d7..e281c5d62 100644
--- a/tests/testthat/test-math-ds.var.R
+++ b/tests/testthat/test-math-ds.var.R
@@ -1,7 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.var.R")
 
-context("ds.var::math::positive_result::multiple")
+# context("ds.var::math::positive_result::multiple")
 test_that("variance >=0",
 {
   connect.all.datasets()
@@ -25,7 +36,7 @@ test_that("variance >=0",
 })
 
 
-context("ds.var::math::positive_result::single")
+# context("ds.var::math::positive_result::single")
 test_that("variance >=0",
 {
   connect.dataset.1()
@@ -49,7 +60,7 @@ test_that("variance >=0",
 })
 
 
-context("ds.var::math::square_root_std::single")
+# context("ds.var::math::square_root_std::single")
 test_that("variance is to the power of 2 of the standard deviation",
 {
   connect.dataset.1()
@@ -65,7 +76,7 @@ test_that("variance is to the power of 2 of the standard deviation",
 })
 
 
-context("ds.var::math::square_root_std::multiple")
+# context("ds.var::math::square_root_std::multiple")
 test_that("variance is to the power of 2 of the standard deviation",
  {
    connect.all.datasets()
@@ -88,7 +99,7 @@ test_that("variance is to the power of 2 of the standard deviation",
    .test.standard.dev.split('D$NEGATIVE_NUMERIC',ds.test_env$local.values.1[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.2[,'NEGATIVE_NUMERIC'],ds.test_env$local.values.3[,'NEGATIVE_NUMERIC'])
  })
 
-context("ds.var::math::location::parameter::single")
+# context("ds.var::math::location::parameter::single")
 test_that("var (X+a) = Var(X)",
 {
   connect.dataset.1()
@@ -102,7 +113,7 @@ test_that("var (X+a) = Var(X)",
   .test.location.parameter('D$NEGATIVE_NUMERIC')
 })
 
-context("ds.var::math::location::parameter::multiple")
+# context("ds.var::math::location::parameter::multiple")
 test_that("var (X+a) = Var(X)",
 {
   connect.all.datasets()
@@ -116,7 +127,7 @@ test_that("var (X+a) = Var(X)",
   .test.location.parameter('D$NEGATIVE_NUMERIC')
 })
 
-context("ds.var::math::scale::single")
+# context("ds.var::math::scale::single")
 test_that("var (aX) = a^2Var(X)",
 {
   connect.dataset.1()
@@ -130,7 +141,7 @@ test_that("var (aX) = a^2Var(X)",
   .test.scale('D$NEGATIVE_NUMERIC')
 })
 
-context("ds.var::math::scale::multiple")
+# context("ds.var::math::scale::multiple")
 test_that("var (aX) = a^2Var(X)",
 {
   connect.all.datasets()
@@ -143,5 +154,3 @@ test_that("var (aX) = a^2Var(X)",
   .test.scale('D$POSITIVE_NUMERIC')
   .test.scale('D$NEGATIVE_NUMERIC')
 })
-
-
diff --git a/tests/testthat/test-math_bug-ds.asFactor.R b/tests/testthat/test-math_bug-ds.asFactor.R
index def587df6..cb44c2fa1 100644
--- a/tests/testthat/test-math_bug-ds.asFactor.R
+++ b/tests/testthat/test-math_bug-ds.asFactor.R
@@ -1,7 +1,19 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+#
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.asFactor.R")
 
-context("ds.asFactor::math::multiple")
+# context("ds.asFactor::math::multiple")
 test_that("every factor should be unique",
 {
   connect.all.datasets()
@@ -16,7 +28,7 @@ test_that("every factor should be unique",
   .test.uniqueness('D$FACTOR_INTEGER', 'FACTOR_INT.f')
 })
 
-context("ds.asFactor::math::multiple")
+# context("ds.asFactor::math::multiple")
 test_that("every factor should be unique",
 {
    connect.dataset.1()
diff --git a/tests/testthat/test-math_bug-ds.make.R b/tests/testthat/test-math_bug-ds.make.R
index 4a5de5d98..2823af009 100644
--- a/tests/testthat/test-math_bug-ds.make.R
+++ b/tests/testthat/test-math_bug-ds.make.R
@@ -1,8 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.make.R")
 
-
-context("ds.make::math::transformation::multiple")
+# context("ds.make::math::transformation::multiple")
 test_that("transformation",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-math_bug-ds.rPois.R b/tests/testthat/test-math_bug-ds.rPois.R
index 4aa6f803d..b920cfff0 100644
--- a/tests/testthat/test-math_bug-ds.rPois.R
+++ b/tests/testthat/test-math_bug-ds.rPois.R
@@ -1,9 +1,20 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.rPois.R")
 
 random.number <- as.integer(as.POSIXct(Sys.time(), "GMT"))
 
-context("ds.rPois::math::lambda equal mean and var::single")
+# context("ds.rPois::math::lambda equal mean and var::single")
 test_that("lamdba == mean and lambda == var",
 {
   connect.dataset.1()
@@ -14,7 +25,7 @@ test_that("lamdba == mean and lambda == var",
   
 })
 
-context("ds.rPois::math::lambda equal mean and var::multiple")
+# context("ds.rPois::math::lambda equal mean and var::multiple")
 test_that("lamdba == mean and lambda == var",
 {
   connect.all.datasets()
@@ -25,7 +36,7 @@ test_that("lamdba == mean and lambda == var",
   
 })
 
-context("ds.rPois::math::distributions comparison::multiple")
+# context("ds.rPois::math::distributions comparison::multiple")
 test_that("changes in distribution",
 {
   connect.all.datasets()
@@ -37,7 +48,7 @@ test_that("changes in distribution",
   .test.dispersions.stats.diff.distribution(seed/1000, c(1900),seed,c(1100))
 })
 
-context("ds.rPois::math::distributions comparison::single")
+# context("ds.rPois::math::distributions comparison::single")
 test_that("changes in distribution",
 {
   connect.dataset.3()
diff --git a/tests/testthat/test-math_bug-ds.rUnif.R b/tests/testthat/test-math_bug-ds.rUnif.R
index 123314a9f..7ca2da888 100644
--- a/tests/testthat/test-math_bug-ds.rUnif.R
+++ b/tests/testthat/test-math_bug-ds.rUnif.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@ source("definition_tests/def-ds.rUnif.R")
 
 random.number <- as.integer(as.POSIXct(Sys.time(), "GMT"))
 
-context("ds.rUnif::math::mean_variance::single")
+# context("ds.rUnif::math::mean_variance::single")
 test_that("mean_variance", 
 {
   connect.dataset.1()
@@ -23,7 +24,7 @@ test_that("mean_variance",
   .test.range.values(-200,-100,"uniform_3",seed)
 })
 
-context("ds.rUnif::math::distributions comparison::single")
+# context("ds.rUnif::math::distributions comparison::single")
 test_that("changes in distribution",
 {
   connect.dataset.3()
@@ -37,7 +38,7 @@ test_that("changes in distribution",
 })
 
 
-context("ds.rUnif::math::distributions comparison::multiple")
+# context("ds.rUnif::math::distributions comparison::multiple")
 test_that("changes in distribution",
 {
    connect.all.datasets()
diff --git a/tests/testthat/test-math_bug-ds.recodeValues.R b/tests/testthat/test-math_bug-ds.recodeValues.R
index f34df1ea3..b5e452398 100644
--- a/tests/testthat/test-math_bug-ds.recodeValues.R
+++ b/tests/testthat/test-math_bug-ds.recodeValues.R
@@ -1,8 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.recodeValues.R")
 
-
-context("ds.recodeValues::math::single")
+# context("ds.recodeValues::math::single")
 test_that("difference",
 {
   connect.dataset.1() 
@@ -65,7 +75,7 @@ test_that("difference",
 
 
 
-context("ds.recodeValues::math::multiple")
+# context("ds.recodeValues::math::multiple")
 test_that("difference",
           {
             connect.all.datasets() 
diff --git a/tests/testthat/test-math_bug-ds.table.R b/tests/testthat/test-math_bug-ds.table.R
index 4f221c647..db0bd51ee 100644
--- a/tests/testthat/test-math_bug-ds.table.R
+++ b/tests/testthat/test-math_bug-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -9,7 +10,7 @@
 #-------------------------------------------------------------------------------
 
 
-context("ds.table::math::row and col proportions::multiple")
+# context("ds.table::math::row and col proportions::multiple")
 
 test_that("row and col proportions sum to 1", 
           {
diff --git a/tests/testthat/test-math_dgr-ds.dataFrameSort.R b/tests/testthat/test-math_dgr-ds.dataFrameSort.R
index e7d68279a..21d166472 100644
--- a/tests/testthat/test-math_dgr-ds.dataFrameSort.R
+++ b/tests/testthat/test-math_dgr-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context('ds.dataFrameSort::expt_dgr::setup')
+# context('ds.dataFrameSort::expt_dgr::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.dataFrameSort.R')
@@ -21,7 +22,7 @@ source('definition_tests/def-ds.dataFrameSort.R')
 # Tests
 #
 
-context("ds.dataFrameSort::math_dgr::closure::multiple")
+# context("ds.dataFrameSort::math_dgr::closure::multiple")
 test_that('server set %in% local set',
           {  
             connect.all.datasets()
@@ -43,7 +44,7 @@ test_that('server set %in% local set',
             
           })
 
-context("ds.dataFrameSort::math_dgr::closure::simple")
+# context("ds.dataFrameSort::math_dgr::closure::simple")
 test_that('server set %in% local set',
           {  
             connect.dataset.1()
diff --git a/tests/testthat/test-math_dgr-ds.dataFrameSubset.R b/tests/testthat/test-math_dgr-ds.dataFrameSubset.R
index 39ac712ba..c9a8e176e 100644
--- a/tests/testthat/test-math_dgr-ds.dataFrameSubset.R
+++ b/tests/testthat/test-math_dgr-ds.dataFrameSubset.R
@@ -1,3 +1,10 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
 # You should have received a copy of the GNU General Public License
 # along with this program.  If not, see <http://www.gnu.org/licenses/>.
 #-------------------------------------------------------------------------------
@@ -6,7 +13,7 @@
 # Set up
 #
 
-context('ds.dataFrameSubset::expt_dgr::setup')
+# context('ds.dataFrameSubset::expt_dgr::setup')
 
 source('connection_to_datasets/init_testing_datasets.R')
 source('definition_tests/def-ds.dataFrameSubset.R')
@@ -15,7 +22,7 @@ source('definition_tests/def-ds.dataFrameSubset.R')
 # Tests
 #
 
-context("ds.dataFrameSubset::math_dgr::closure::multiple")
+# context("ds.dataFrameSubset::math_dgr::closure::multiple")
 test_that('server set %in% local set',
           {  
             connect.all.datasets()
@@ -33,7 +40,7 @@ test_that('server set %in% local set',
 #            .closure.test("D","POSITIVE_NUMERIC","NON_NEGATIVE_NUMERIC","<=",FALSE,"subset.server",local.df.list)
           })
 
-context("ds.dataFrameSubset::math_dgr::closure::simple")
+# context("ds.dataFrameSubset::math_dgr::closure::simple")
 test_that('server set %in% local set',
           {  
             connect.dataset.2()
diff --git a/tests/testthat/test-math_dgr-ds.skewness.R b/tests/testthat/test-math_dgr-ds.skewness.R
index d6c8ab219..d743de0b1 100644
--- a/tests/testthat/test-math_dgr-ds.skewness.R
+++ b/tests/testthat/test-math_dgr-ds.skewness.R
@@ -1,7 +1,18 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
 source("connection_to_datasets/init_testing_datasets.R")
 source("definition_tests/def-ds.skewness.R")
 
-context("ds.skewness::math_dgr::mean.median.mode::multiple")
+# context("ds.skewness::math_dgr::mean.median.mode::multiple")
 test_that("skewness >0 & mode<median<mean or skewness<0 & mean<median<mode",
 {
  connect.all.datasets()
@@ -17,7 +28,7 @@ test_that("skewness >0 & mode<median<mean or skewness<0 & mean<median<mode",
 
 })
 
-context("ds.skewness::math_dgr::Q1.Q2.Q3::multiple")
+# context("ds.skewness::math_dgr::Q1.Q2.Q3::multiple")
 test_that("skewness >0 & Q3-Q2>Q2-Q1 or skewness<0 & Q3-Q2<Q2-Q1",
 {
   connect.all.datasets()
diff --git a/tests/testthat/test-perf-conndisconn.R b/tests/testthat/test-perf-conndisconn.R
index 5e0fbf11d..4bcc2a102 100644
--- a/tests/testthat/test-perf-conndisconn.R
+++ b/tests/testthat/test-perf-conndisconn.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +12,7 @@
 # Set up
 #
 
-context("conndisconn::perf::setup")
+# context("conndisconn::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 disconnect.studies.dataset.cnsim()
 
@@ -20,7 +20,7 @@ disconnect.studies.dataset.cnsim()
 # Tests
 #
 
-context("conndisconn::perf::simple0")
+# context("conndisconn::perf::simple0")
 test_that("simple connect - disconnect performance", {
     .durationSec  <- 120 # seconds
     .count        <- 0
@@ -56,6 +56,6 @@ test_that("simple connect - disconnect performance", {
 # Done
 #
 
-context("conndisconn::perf::shutdown")
+# context("conndisconn::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("conndisconn::perf::done")
+# context("conndisconn::perf::done")
diff --git a/tests/testthat/test-perf-ds.abs.R b/tests/testthat/test-perf-ds.abs.R
index e62eef6cd..e431c20e8 100644
--- a/tests/testthat/test-perf-ds.abs.R
+++ b/tests/testthat/test-perf-ds.abs.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.abs::perf::setup")
+# context("ds.abs::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.abs::perf:0")
+# context("ds.abs::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.abs::perf::shutdown")
+# context("ds.abs::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.abs::perf::done")
+# context("ds.abs::perf::done")
diff --git a/tests/testthat/test-perf-ds.asInteger.R b/tests/testthat/test-perf-ds.asInteger.R
index 948d5dc32..2e816320f 100644
--- a/tests/testthat/test-perf-ds.asInteger.R
+++ b/tests/testthat/test-perf-ds.asInteger.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.asInteger::perf::setup")
+# context("ds.asInteger::perf::setup")
 connect.studies.dataset.cnsim(list("GENDER"))
 
 #
 # Tests
 #
 
-context("ds.asInteger::perf:0")
+# context("ds.asInteger::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.asInteger::perf::shutdown")
+# context("ds.asInteger::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.asInteger::perf::done")
+# context("ds.asInteger::perf::done")
diff --git a/tests/testthat/test-perf-ds.asList.R b/tests/testthat/test-perf-ds.asList.R
index bca5198a5..a0f65dda0 100644
--- a/tests/testthat/test-perf-ds.asList.R
+++ b/tests/testthat/test-perf-ds.asList.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.asList::perf::setup")
+# context("ds.asList::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.asList::perf:0")
+# context("ds.asList::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.asList::perf::shutdown")
+# context("ds.asList::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.asList::perf::done")
+# context("ds.asList::perf::done")
diff --git a/tests/testthat/test-perf-ds.asNumeric.R b/tests/testthat/test-perf-ds.asNumeric.R
index c3526a8d4..33fcf4903 100644
--- a/tests/testthat/test-perf-ds.asNumeric.R
+++ b/tests/testthat/test-perf-ds.asNumeric.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.asNumeric::perf::setup")
+# context("ds.asNumeric::perf::setup")
 connect.studies.dataset.cnsim(list("GENDER"))
 
 #
 # Tests
 #
 
-context("ds.asNumeric::perf:0")
+# context("ds.asNumeric::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.asNumeric::perf::shutdown")
+# context("ds.asNumeric::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.asNumeric::perf::done")
+# context("ds.asNumeric::perf::done")
diff --git a/tests/testthat/test-perf-ds.assign.R b/tests/testthat/test-perf-ds.assign.R
index 5f67fb60c..d118eb426 100644
--- a/tests/testthat/test-perf-ds.assign.R
+++ b/tests/testthat/test-perf-ds.assign.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.assign::perf::setup")
+# context("ds.assign::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.assign::perf::0")
+# context("ds.assign::perf::0")
 test_that("performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("performance", {
 # Done
 #
 
-context("ds.assign::perf::shutdown")
+# context("ds.assign::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.assign::perf::done")
+# context("ds.assign::perf::done")
diff --git a/tests/testthat/test-perf-ds.class.R b/tests/testthat/test-perf-ds.class.R
index bffbde64f..f90927ff4 100644
--- a/tests/testthat/test-perf-ds.class.R
+++ b/tests/testthat/test-perf-ds.class.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.class::perf::setup")
+# context("ds.class::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.class::perf::combine:0")
+# context("ds.class::perf::combine:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.class::perf::shutdown")
+# context("ds.class::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.class::perf::done")
+# context("ds.class::perf::done")
diff --git a/tests/testthat/test-perf-ds.colnames.R b/tests/testthat/test-perf-ds.colnames.R
index c3bbbdff8..7382ecf6e 100644
--- a/tests/testthat/test-perf-ds.colnames.R
+++ b/tests/testthat/test-perf-ds.colnames.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.colnames::perf::setup")
+# context("ds.colnames::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.colnames::perf:0")
+# context("ds.colnames::perf:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.colnames::perf::shutdown")
+# context("ds.colnames::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.colnames::perf::done")
+# context("ds.colnames::perf::done")
diff --git a/tests/testthat/test-perf-ds.exists.R b/tests/testthat/test-perf-ds.exists.R
index 6d9cf49fb..123d7e805 100644
--- a/tests/testthat/test-perf-ds.exists.R
+++ b/tests/testthat/test-perf-ds.exists.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.exists::perf::setup")
+# context("ds.exists::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.exists::perf::combine:0")
+# context("ds.exists::perf::combine:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.exists::perf::shutdown")
+# context("ds.exists::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.exists::perf::done")
+# context("ds.exists::perf::done")
diff --git a/tests/testthat/test-perf-ds.length.R b/tests/testthat/test-perf-ds.length.R
index 194d76755..6105cf99d 100644
--- a/tests/testthat/test-perf-ds.length.R
+++ b/tests/testthat/test-perf-ds.length.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.length::perf::setup")
+# context("ds.length::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.length::perf::combine:0")
+# context("ds.length::perf::combine:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -54,6 +54,6 @@ test_that("combine - performance", {
 # Done
 #
 
-context("ds.length::perf::shutdown")
+# context("ds.length::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.length::perf::done")
+# context("ds.length::perf::done")
diff --git a/tests/testthat/test-perf-ds.mean.R b/tests/testthat/test-perf-ds.mean.R
index 61ae232f1..03d0ac78a 100644
--- a/tests/testthat/test-perf-ds.mean.R
+++ b/tests/testthat/test-perf-ds.mean.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,14 +12,14 @@
 # Set up
 #
 
-context("ds.mean::perf::setup")
+# context("ds.mean::perf::setup")
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
 #
 # Tests
 #
 
-context("ds.mean::perf::combine:0")
+# context("ds.mean::perf::combine:0")
 test_that("combine - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -50,7 +50,7 @@ test_that("combine - performance", {
     expect_lt(.current.rate, .reference.rate * .reference.tolerance.upper, label = "Observed rate", expected.label = "upper threshold on rate")
 })
 
-context("ds.mean::perf::split:0")
+# context("ds.mean::perf::split:0")
 test_that("split - performance", {
     .durationSec  <- 30 # seconds
     .count        <- 0
@@ -85,6 +85,6 @@ test_that("split - performance", {
 # Done
 #
 
-context("ds.mean::perf::shutdown")
+# context("ds.mean::perf::shutdown")
 disconnect.studies.dataset.cnsim()
-context("ds.mean::perf::done")
+# context("ds.mean::perf::done")
diff --git a/tests/testthat/test-perf-void.R b/tests/testthat/test-perf-void.R
index d8ebd661a..3e2f749c2 100644
--- a/tests/testthat/test-perf-void.R
+++ b/tests/testthat/test-perf-void.R
@@ -1,5 +1,5 @@
 #-------------------------------------------------------------------------------
-# Copyright (c) 2024 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2024-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,13 +12,13 @@
 # Set up
 #
 
-context("void::perf::void::setup")
+# context("void::perf::void::setup")
 
 #
 # Tests
 #
 
-context("void::perf::void::0")
+# context("void::perf::void::0")
 test_that("simple void performance", {
     .durationSec  <- 60 # seconds
     .count        <- 0
@@ -51,6 +51,6 @@ test_that("simple void performance", {
 # Done
 #
 
-context("void::perf::void::shutdown")
+# context("void::perf::void::shutdown")
 
-context("void::perf::void::done")
+# context("void::perf::void::done")
diff --git a/tests/testthat/test-smk-checkClass-discordant.R b/tests/testthat/test-smk-checkClass-discordant.R
index 8a28914e1..d95df5e99 100644
--- a/tests/testthat/test-smk-checkClass-discordant.R
+++ b/tests/testthat/test-smk-checkClass-discordant.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("checkClass::smk::discordant::setup")
+# context("checkClass::smk::discordant::setup")
 
 connect.discordant.dataset.simple(list("A", "B", "C"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("checkClass::smk::discordant")
+# context("checkClass::smk::discordant")
 test_that("simple test, discordant dataset A", {
     expect_error(checkClass(ds.test_env$connections, "D$A"), " End of process!", fixed=TRUE)
 })
@@ -41,7 +42,7 @@ test_that("simple test, discordant dataset C", {
 # Done
 #
 
-context("checkClass::smk::discordant::shutdown")
+# context("checkClass::smk::discordant::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -49,4 +50,4 @@ test_that("shutdown", {
 
 disconnect.discordant.dataset.simple()
 
-context("checkClass::smk::discordant::done")
+# context("checkClass::smk::discordant::done")
diff --git a/tests/testthat/test-smk-checkClass.R b/tests/testthat/test-smk-checkClass.R
index 412c71898..b8a52bd86 100644
--- a/tests/testthat/test-smk-checkClass.R
+++ b/tests/testthat/test-smk-checkClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("checkClass::smk::setup")
+# context("checkClass::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "LAB_TSC", "LAB_TRIG", "LAB_HDL", "DIS_CVA", "DIS_AMI"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("checkClass::smk::simple test")
+# context("checkClass::smk::simple test")
 test_that("simple test", {
     res <- checkClass(ds.test_env$connections, "D$GENDER")
 
@@ -96,7 +97,7 @@ test_that("missing test", {
 # Done
 #
 
-context("checkClass::smk::shutdown")
+# context("checkClass::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "dataframe.newobj"))
@@ -104,4 +105,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("checkClass::smk::done")
+# context("checkClass::smk::done")
diff --git a/tests/testthat/test-smk-ds.Boole.R b/tests/testthat/test-smk-ds.Boole.R
index dec2392a1..56983c6e7 100644
--- a/tests/testthat/test-smk-ds.Boole.R
+++ b/tests/testthat/test-smk-ds.Boole.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.Boole::smk::setup")
+# context("ds.Boole::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.Boole::smk::variable")
+# context("ds.Boole::smk::variable")
 test_that("simple boole, variable", {
     res <- ds.Boole("D$LAB_TSC", "D$LAB_TRIG", "==")
 
@@ -73,7 +74,7 @@ test_that("simple boole, variable", {
     expect_equal(res.boole$sim3$`quantiles & mean`[[8]], 0.0)
 })
 
-context("ds.Boole::smk::small neg constant V2")
+# context("ds.Boole::smk::small neg constant V2")
 test_that("simple boole, small neg constant V2", {
     res <- ds.Boole("D$LAB_TRIG", "-1", "<", numeric.output = TRUE, newobj = "boole01.obj")
 
@@ -121,7 +122,7 @@ test_that("simple boole, small neg constant V2", {
     expect_equal(res.boole$sim3$`quantiles & mean`[[8]], 0.023322781)
 })
 
-context("ds.Boole::smk::big neg constant V2")
+# context("ds.Boole::smk::big neg constant V2")
 test_that("simple boole, big neg constant V2", {
     res <- ds.Boole("D$LAB_TRIG", "-10", "<", numeric.output = TRUE, newobj = "boole02.obj")
   
@@ -173,7 +174,7 @@ test_that("simple boole, big neg constant V2", {
 # Done
 #
 
-context("ds.Boole::smk::shutdown")
+# context("ds.Boole::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "boole.newobj", "boole01.obj", "boole02.obj"))
@@ -181,4 +182,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.Boole::smk::done")
+# context("ds.Boole::smk::done")
diff --git a/tests/testthat/test-smk-ds.abs.R b/tests/testthat/test-smk-ds.abs.R
index 123a014fb..b64b313bf 100644
--- a/tests/testthat/test-smk-ds.abs.R
+++ b/tests/testthat/test-smk-ds.abs.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.abs::smk::setup")
+# context("ds.abs::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.abs::smk")
+# context("ds.abs::smk")
 test_that("simple c", {
     res <- ds.abs("D$LAB_TSC", newobj = "abs.newobj")
 
@@ -50,7 +51,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.abs::smk::shutdown")
+# context("ds.abs::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "abs.newobj"))
@@ -58,4 +59,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.abs::smk::done")
+# context("ds.abs::smk::done")
diff --git a/tests/testthat/test-smk-ds.asCharacter.R b/tests/testthat/test-smk-ds.asCharacter.R
index 5eca8aebc..ae8b7e60c 100644
--- a/tests/testthat/test-smk-ds.asCharacter.R
+++ b/tests/testthat/test-smk-ds.asCharacter.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asCharacter::smk::setup")
+# context("ds.asCharacter::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asCharacter::smk::simple test")
+# context("ds.asCharacter::smk::simple test")
 test_that("simple test", {
     res <- ds.asCharacter("D$LAB_TSC")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asCharacter::smk::stutdown")
+# context("ds.asCharacter::smk::stutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "ascharacter.newobj"))
@@ -45,4 +46,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asCharacter::smk::done")
+# context("ds.asCharacter::smk::done")
diff --git a/tests/testthat/test-smk-ds.asDataMatrix.R b/tests/testthat/test-smk-ds.asDataMatrix.R
index 35a8cfc9a..25ef3736a 100644
--- a/tests/testthat/test-smk-ds.asDataMatrix.R
+++ b/tests/testthat/test-smk-ds.asDataMatrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asDataMatrix::smk::setup")
+# context("ds.asDataMatrix::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asDataMatrix::smk::simple test")
+# context("ds.asDataMatrix::smk::simple test")
 test_that("simple test", {
     res <- ds.asDataMatrix(x.name="D$GENDER")
 
@@ -49,7 +50,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asDataMatrix::smk::shutdown")
+# context("ds.asDataMatrix::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "asdatamatrix.newobj"))
@@ -57,5 +58,5 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asDataMatrix::smk::done")
+# context("ds.asDataMatrix::smk::done")
 
diff --git a/tests/testthat/test-smk-ds.asFactor.R b/tests/testthat/test-smk-ds.asFactor.R
index b7b8f259d..c87d06a75 100644
--- a/tests/testthat/test-smk-ds.asFactor.R
+++ b/tests/testthat/test-smk-ds.asFactor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asFactor::smk::setup")
+# context("ds.asFactor::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -26,7 +27,7 @@ test_that("setup", {
 
 ds.asNumeric("D$time.id","TID")
 
-context("ds.asFactor::smk::force.factor.levels")
+# context("ds.asFactor::smk::force.factor.levels")
 test_that("with no force.factor.levels", {
     ds.asFactor("TID", "TID.f1")
 
@@ -87,7 +88,7 @@ test_that("with force.factor.levels of c(1,2,3,4,'a','h',5)", {
     expect_equal("All tables are valid!", res2$validity)
 })
 
-context("ds.asFactor::smk::fixed.dummy.vars")
+# context("ds.asFactor::smk::fixed.dummy.vars")
 test_that("with fixed.dummy.vars of TRUE", {
     ds.asFactor("TID", "TID.mat1", fixed.dummy.vars=TRUE)
 
@@ -112,7 +113,7 @@ test_that("with fixed.dummy.vars of TRUE and baseline.level of 6", {
 # Done
 #
 
-context("ds.asFactor::smk::shutdown")
+# context("ds.asFactor::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "TID", "TID.f1", "TID.f2", "TID.f3", "TID.f4", "TID.f5", "TID.mat1", "TID.mat6"))
@@ -120,4 +121,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.asFactor::smk::done")
+# context("ds.asFactor::smk::done")
diff --git a/tests/testthat/test-smk-ds.asFactorSimple.R b/tests/testthat/test-smk-ds.asFactorSimple.R
index 276235971..029b3465e 100644
--- a/tests/testthat/test-smk-ds.asFactorSimple.R
+++ b/tests/testthat/test-smk-ds.asFactorSimple.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asFactorSimple::smk::setup")
+# context("ds.asFactorSimple::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -26,7 +27,7 @@ test_that("setup", {
 
 ds.asNumeric("D$time.id","TID")
 
-context("ds.asFactorSimple::smk::force.factor.levels")
+# context("ds.asFactorSimple::smk::force.factor.levels")
 test_that("with no force.factor.levels", {
     ds.asFactorSimple("TID", "TID.f1")
 
@@ -43,7 +44,7 @@ test_that("with no force.factor.levels", {
 # Done
 #
 
-context("ds.asFactorSimple::smk::shutdown")
+# context("ds.asFactorSimple::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "TID", "TID.f1"))
@@ -51,4 +52,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.asFactorSimple::smk::done")
+# context("ds.asFactorSimple::smk::done")
diff --git a/tests/testthat/test-smk-ds.asInteger.R b/tests/testthat/test-smk-ds.asInteger.R
index 60b2e1a07..1ef25fbf0 100644
--- a/tests/testthat/test-smk-ds.asInteger.R
+++ b/tests/testthat/test-smk-ds.asInteger.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asInteger::smk::setup")
+# context("ds.asInteger::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asInteger::smk::simple test")
+# context("ds.asInteger::smk::simple test")
 test_that("simple test", {
     res <- ds.asInteger("D$GENDER")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asInteger::smk::stutdown")
+# context("ds.asInteger::smk::stutdown")
 
 test_that("stutdown", {
     ds_expect_variables(c("D", "asinteger.newobj"))
@@ -45,4 +46,4 @@ test_that("stutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asInteger::smk::done")
+# context("ds.asInteger::smk::done")
diff --git a/tests/testthat/test-smk-ds.asList.R b/tests/testthat/test-smk-ds.asList.R
index 24ed68780..9fbcfd425 100644
--- a/tests/testthat/test-smk-ds.asList.R
+++ b/tests/testthat/test-smk-ds.asList.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asList::smk::setup")
+# context("ds.asList::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asList::smk::simple test")
+# context("ds.asList::smk::simple test")
 test_that("simple test", {
     res <- ds.asList(x.name="D$GENDER")
 
@@ -44,7 +45,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asList::smk::shutdown")
+# context("ds.asList::smk::shutdown")
 
 test_that("stutdown", {
     ds_expect_variables(c("D", "aslist.newobj"))
@@ -52,4 +53,4 @@ test_that("stutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asList::smk::done")
+# context("ds.asList::smk::done")
diff --git a/tests/testthat/test-smk-ds.asLogical.R b/tests/testthat/test-smk-ds.asLogical.R
index 62c7a9ea9..6781beab6 100644
--- a/tests/testthat/test-smk-ds.asLogical.R
+++ b/tests/testthat/test-smk-ds.asLogical.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asLogical::smk::setup")
+# context("ds.asLogical::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asLogical::smk::simple test")
+# context("ds.asLogical::smk::simple test")
 test_that("simple test", {
     res <- ds.asLogical("D$LAB_TSC")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asLogical::smk::shutdown")
+# context("ds.asLogical::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "aslogical.newobj"))
@@ -45,4 +46,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asLogical::smk::done")
+# context("ds.asLogical::smk::done")
diff --git a/tests/testthat/test-smk-ds.asMatrix.R b/tests/testthat/test-smk-ds.asMatrix.R
index 3abbb3d8d..b942425b7 100644
--- a/tests/testthat/test-smk-ds.asMatrix.R
+++ b/tests/testthat/test-smk-ds.asMatrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asMatrix::smk::setup")
+# context("ds.asMatrix::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asMatrix::smk::simple test")
+# context("ds.asMatrix::smk::simple test")
 test_that("simple test", {
     res <- ds.asMatrix(x.name="D$GENDER")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asMatrix::smk::shutdown")
+# context("ds.asMatrix::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "asmatrix.newobj"))
@@ -45,4 +46,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asMatrix::smk::done")
+# context("ds.asMatrix::smk::done")
diff --git a/tests/testthat/test-smk-ds.asNumeric.R b/tests/testthat/test-smk-ds.asNumeric.R
index 4b7de4edc..e942c82af 100644
--- a/tests/testthat/test-smk-ds.asNumeric.R
+++ b/tests/testthat/test-smk-ds.asNumeric.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asNumeric::smk::setup")
+# context("ds.asNumeric::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asNumeric::smk::simple test")
+# context("ds.asNumeric::smk::simple test")
 test_that("simple test", {
     res <- ds.asNumeric("D$GENDER")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.asNumeric::smk::shutdown")
+# context("ds.asNumeric::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "asnumeric.newobj"))
@@ -45,4 +46,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.asNumeric::smk::done")
+# context("ds.asNumeric::smk::done")
diff --git a/tests/testthat/test-smk-ds.assign.R b/tests/testthat/test-smk-ds.assign.R
index ad632bd98..d7695e09d 100644
--- a/tests/testthat/test-smk-ds.assign.R
+++ b/tests/testthat/test-smk-ds.assign.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.assign::smk::setup")
+# context("ds.assign::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG','LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.assign::smk")
+# context("ds.assign::smk")
 test_that("test_assign", {
     res <- ds.assign('D$LAB_TSC', 'assigned_obj')
 
@@ -35,7 +36,7 @@ test_that("test_assign", {
 # Tear down
 #
 
-context("ds.assign::smk::shutdown")
+# context("ds.assign::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "assigned_obj"))
@@ -43,4 +44,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.assign::smk::done")
+# context("ds.assign::smk::done")
diff --git a/tests/testthat/test-smk-ds.c.R b/tests/testthat/test-smk-ds.c.R
index 054c4e01f..8c90db2e2 100644
--- a/tests/testthat/test-smk-ds.c.R
+++ b/tests/testthat/test-smk-ds.c.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.c::smk::setup")
+# context("ds.c::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.c::smk")
+# context("ds.c::smk")
 test_that("simple c", {
     res <- ds.c("D$LAB_TSC")
 
@@ -35,7 +36,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.c::smk::shutdown")
+# context("ds.c::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "c.newobj"))
@@ -43,4 +44,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.c::smk::done")
+# context("ds.c::smk::done")
diff --git a/tests/testthat/test-smk-ds.cbind.R b/tests/testthat/test-smk-ds.cbind.R
index 3468860b5..720d5d94b 100644
--- a/tests/testthat/test-smk-ds.cbind.R
+++ b/tests/testthat/test-smk-ds.cbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cbind::smk::setup")
+# context("ds.cbind::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cbind::smk::from dataframe variables")
+# context("ds.cbind::smk::from dataframe variables")
 test_that("simple test, from dataframe variables", {
     res <- ds.cbind(c("D$survtime", "D$time.id", "D$female", "D$age.60"), newobj="cbind1_newobj")
 
@@ -72,7 +73,7 @@ test_that("simple test, from dataframe variables", {
     ds.rm("cbind1_newobj")
 })
 
-context("ds.cbind::smk::from root variables")
+# context("ds.cbind::smk::from root variables")
 test_that("simple test, from root variables", {
     ds.assign('D$survtime', 'survtime')
     ds.assign('D$time.id', 'time.id')
@@ -130,7 +131,7 @@ test_that("simple test, from root variables", {
     ds.rm("cbind2_newobj")
 })
 
-context("ds.cbind::smk::from dataframe variables, DataSHIELD.check=TRUE")
+# context("ds.cbind::smk::from dataframe variables, DataSHIELD.check=TRUE")
 test_that("simple test, from dataframe variables, DataSHIELD.check=TRUE", {
     res <- ds.cbind(c("D$survtime", "D$time.id", "D$female", "D$age.60"), DataSHIELD.check=TRUE, newobj="cbind3_newobj")
 
@@ -178,7 +179,7 @@ test_that("simple test, from dataframe variables, DataSHIELD.check=TRUE", {
     ds.rm("cbind3_newobj")
 })
 
-context("ds.cbind::smk::from root variables, DataSHIELD.check=TRUE")
+# context("ds.cbind::smk::from root variables, DataSHIELD.check=TRUE")
 test_that("simple test, from root variables, DataSHIELD.check=TRUE", {
     ds.assign('D$survtime', 'survtime')
     ds.assign('D$time.id', 'time.id')
@@ -240,7 +241,7 @@ test_that("simple test, from root variables, DataSHIELD.check=TRUE", {
 # Done
 #
 
-context("ds.cbind::smk::shutdown")
+# context("ds.cbind::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D"))
@@ -248,4 +249,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.cbind::smk::done")
+# context("ds.cbind::smk::done")
diff --git a/tests/testthat/test-smk-ds.changeRefGroup.R b/tests/testthat/test-smk-ds.changeRefGroup.R
index 72aad1922..6fe981c2c 100644
--- a/tests/testthat/test-smk-ds.changeRefGroup.R
+++ b/tests/testthat/test-smk-ds.changeRefGroup.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.changeRefGroup::smk::setup")
+# context("ds.changeRefGroup::smk::setup")
 
 connect.studies.dataset.cnsim(list('PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.changeRefGroup::smk")
+# context("ds.changeRefGroup::smk")
 test_that("simple changeRefGroup", {
     newNames <- c('normal', 'overweight', 'obesity')
     expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL', newCategories=newNames, newobj='bmi_new'), "'ds.recodeLevels' is deprecated.\nUse 'ds.recodeValues' instead.", fixed = TRUE)
@@ -70,7 +71,7 @@ test_that("simple changeRefGroup", {
 # Done
 #
 
-context("ds.changeRefGroup::smk::shutdown")
+# context("ds.changeRefGroup::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "bmi_new", "bmi_ob"))
@@ -78,4 +79,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.changeRefGroup::smk::done")
+# context("ds.changeRefGroup::smk::done")
diff --git a/tests/testthat/test-smk-ds.class.R b/tests/testthat/test-smk-ds.class.R
index 50981eae9..2d4def08a 100644
--- a/tests/testthat/test-smk-ds.class.R
+++ b/tests/testthat/test-smk-ds.class.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.class::smk::setup")
+# context("ds.class::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "DIS_CVA"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.class::smk")
+# context("ds.class::smk")
 test_that("simple class", {
     res1 <- ds.class("D$LAB_TSC")
 
@@ -51,7 +52,7 @@ test_that("simple class", {
 # Done
 #
 
-context("ds.class::smk::shutdown")
+# context("ds.class::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -59,4 +60,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.class::smk::done")
+# context("ds.class::smk::done")
diff --git a/tests/testthat/test-smk-ds.colnames.R b/tests/testthat/test-smk-ds.colnames.R
index 7207adc3b..ee98cc2e8 100644
--- a/tests/testthat/test-smk-ds.colnames.R
+++ b/tests/testthat/test-smk-ds.colnames.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.colnames::smk::setup")
+# context("ds.colnames::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.colnames::smk")
+# context("ds.colnames::smk")
 test_that("simple colnames", {
     myvectors <- c("D$LAB_TSC", "D$LAB_TRIG")
     ds.dataFrame(x=myvectors, newobj="new_df")
@@ -43,11 +44,30 @@ test_that("simple colnames", {
     expect_equal(res$sim3[2], "LAB_TRIG")
 })
 
+test_that("fails if the object does not exist", {
+  expect_error(
+    ds.colnames("non_existing_df"),
+    regexp = "There are some DataSHIELD errors, list them with datashield.error()",
+    ignore.case = TRUE
+  )
+})
+
+###########################################
+###     Remote checks not performed     ###
+###########################################
+# test_that("fails if object is not a data frame or matrix", {
+#   expect_error(
+#     ds.colnames("D$LAB_TSC"),
+#     regexp = "must be of type data.frame or matrix",
+#     ignore.case = TRUE
+#   )
+# })
+
 #
 # Done
 #
 
-context("ds.colnames::smk::shutdown")
+# context("ds.colnames::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "new_df"))
@@ -55,4 +75,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.colnames::smk::done")
+# context("ds.colnames::smk::done")
diff --git a/tests/testthat/test-smk-ds.completeCases-vectors.R b/tests/testthat/test-smk-ds.completeCases-vectors.R
index 8810876ed..86ba71eb9 100644
--- a/tests/testthat/test-smk-ds.completeCases-vectors.R
+++ b/tests/testthat/test-smk-ds.completeCases-vectors.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.completeCases::smk::vector::setup")
+# context("ds.completeCases::smk::vector::setup")
 
 connect.studies.dataset.survival(list('id', 'study.id', 'time.id', 'starttime', 'endtime', 'survtime', 'cens', 'age.60', 'female', 'noise.56', 'pm10.16', 'bmi.26'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.completeCases::smk::vector::numeric")
+# context("ds.completeCases::smk::vector::numeric")
 test_that("completeCases vector", {
     ds.c("D$survtime", newobj="vec_n")
 
@@ -79,7 +80,7 @@ test_that("completeCases vector", {
     expect_equal(res.vec_new_numna$survival3, 0)
 })
 
-context("ds.completeCases::smk::vector::integer")
+# context("ds.completeCases::smk::vector::integer")
 test_that("completeCases vector", {
     ds.asInteger("D$age.60", newobj="vec_i")
 
@@ -134,7 +135,7 @@ test_that("completeCases vector", {
     expect_equal(res.vec_new_numna$survival3, 0)
 })
 
-context("ds.completeCases::smk::vector::character")
+# context("ds.completeCases::smk::vector::character")
 test_that("completeCases vector", {
     ds.asCharacter("D$age.60", newobj="vec_c")
 
@@ -189,7 +190,7 @@ test_that("completeCases vector", {
     expect_equal(res.vec_new_numna$survival3, 0)
 })
 
-context("ds.completeCases::smk::vector::logical")
+# context("ds.completeCases::smk::vector::logical")
 test_that("completeCases vector", {
     ds.asLogical("D$age.60", newobj="vec_l")
 
@@ -244,7 +245,7 @@ test_that("completeCases vector", {
     expect_equal(res.vec_new_numna$survival3, 0)
 })
 
-context("ds.completeCases::smk::vector::factor")
+# context("ds.completeCases::smk::vector::factor")
 test_that("completeCases vector", {
     ds.c("D$female", newobj="vec_f")
 
@@ -303,7 +304,7 @@ test_that("completeCases vector", {
 # Done
 #
 
-context("ds.completeCases::smk::vector::shutdown")
+# context("ds.completeCases::smk::vector::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "vec_n", "vec_n_new", "vec_i", "vec_i_new", "vec_c", "vec_c_new", "vec_l", "vec_l_new", "vec_f", "vec_f_new"))
@@ -311,4 +312,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.completeCases::smk::done")
+# context("ds.completeCases::smk::done")
diff --git a/tests/testthat/test-smk-ds.completeCases.R b/tests/testthat/test-smk-ds.completeCases.R
index ae55a3010..3be25b85d 100644
--- a/tests/testthat/test-smk-ds.completeCases.R
+++ b/tests/testthat/test-smk-ds.completeCases.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.completeCases::smk::setup")
+# context("ds.completeCases::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "PM_BMI_CONTINUOUS", "DIS_CVA", "MEDI_LPD", "DIS_DIAB", "DIS_AMI", "GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.completeCases::smk::data.frame")
+# context("ds.completeCases::smk::data.frame")
 test_that("completeCases data.frame", {
     ds.dataFrame(c("D$LAB_TSC", "D$LAB_TRIG", "D$LAB_HDL", "D$LAB_GLUC_ADJUSTED", "D$PM_BMI_CONTINUOUS", "D$DIS_CVA", "D$MEDI_LPD", "D$DIS_DIAB", "D$DIS_AMI", "D$GENDER", "D$PM_BMI_CATEGORICAL"), newobj="df")
 
@@ -81,7 +82,7 @@ test_that("completeCases data.frame", {
     expect_equal(res.df_new.dim$`dimensions of df_new in combined studies`[2], 11)
 })
 
-context("ds.completeCases::smk::matrix")
+# context("ds.completeCases::smk::matrix")
 test_that("completeCases matrix", {
     ds.asDataMatrix("D", newobj="mat")
 
@@ -148,7 +149,7 @@ test_that("completeCases matrix", {
 # Done
 #
 
-context("ds.completeCases::smk::shutdown")
+# context("ds.completeCases::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "df", "df_new", "mat", "mat_new"))
@@ -156,4 +157,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.completeCases::smk::done")
+# context("ds.completeCases::smk::done")
diff --git a/tests/testthat/test-smk-ds.cor.R b/tests/testthat/test-smk-ds.cor.R
index b48c89e49..2c71e21fe 100644
--- a/tests/testthat/test-smk-ds.cor.R
+++ b/tests/testthat/test-smk-ds.cor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cor::smk::setup")
+# context("ds.cor::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cor::smk")
+# context("ds.cor::smk")
 
 #test_that("simple test, combine, pairwise.complete", {
 #    res <- ds.cor(x="D$survtime", y="D$time.id", type="combine", naAction="pairwise.complete")
@@ -94,7 +95,7 @@ test_that("simple test, split, casewise.complete", {
 # Done
 #
 
-context("ds.cor::smk::setup::shutdown")
+# context("ds.cor::smk::setup::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -102,4 +103,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.cor::smk::setup::done")
+# context("ds.cor::smk::setup::done")
diff --git a/tests/testthat/test-smk-ds.corTest.R b/tests/testthat/test-smk-ds.corTest.R
index 68d3d2005..3efa02bfd 100644
--- a/tests/testthat/test-smk-ds.corTest.R
+++ b/tests/testthat/test-smk-ds.corTest.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.corTest::smk::setup")
+# context("ds.corTest::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.corTest::smk::pearson")
+# context("ds.corTest::smk::pearson")
 
 test_that("simple test", {
     res <- ds.corTest(x="D$survtime", y="D$time.id", method="pearson", conf.level=0.95)
@@ -56,7 +57,7 @@ test_that("simple test", {
     expect_equal(res$survival3$`Correlation test`[[8]], "x.var and y.var")
 })
 
-context("ds.corTest::smk::kendall")
+# context("ds.corTest::smk::kendall")
 
 test_that("simple test", {
     res <- ds.corTest(x="D$survtime", y="D$time.id", method="kendall", conf.level=0.95)
@@ -88,7 +89,7 @@ test_that("simple test", {
     expect_equal(res$survival3$`Correlation test`[[8]], "x.var and y.var")
 })
 
-context("ds.corTest::smk::spearman")
+# context("ds.corTest::smk::spearman")
 
 test_that("simple test", {
     res <- ds.corTest(x="D$survtime", y="D$time.id", method="spearman", conf.level=0.95)
@@ -124,7 +125,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.corTest::smk::shutdown")
+# context("ds.corTest::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -132,4 +133,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.corTest::smk::done")
+# context("ds.corTest::smk::done")
diff --git a/tests/testthat/test-smk-ds.cov.R b/tests/testthat/test-smk-ds.cov.R
index 216640b10..289215ec7 100644
--- a/tests/testthat/test-smk-ds.cov.R
+++ b/tests/testthat/test-smk-ds.cov.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.cov::smk::setup")
+# context("ds.cov::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.cov::smk")
+# context("ds.cov::smk")
 test_that("simple test, split", {
     res <- ds.cov(x="D$survtime", y="D$time.id", type="split")
 
@@ -67,7 +68,7 @@ test_that("simple test, combine", {
 # Done
 #
 
-context("ds.cov::smk::shutdown")
+# context("ds.cov::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -75,4 +76,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.cov::smk::done")
+# context("ds.cov::smk::done")
diff --git a/tests/testthat/test-smk-ds.dataFrame.R b/tests/testthat/test-smk-ds.dataFrame.R
index 76da6d0a8..4740efd0e 100644
--- a/tests/testthat/test-smk-ds.dataFrame.R
+++ b/tests/testthat/test-smk-ds.dataFrame.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrame::smk::setup")
+# context("ds.dataFrame::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrame::smk::create a dataframe, from root variables")
+# context("ds.dataFrame::smk::create a dataframe, from root variables")
 test_that("dataframe_exists", {
     ds.assign('D$LAB_TSC', 'LAB_TSC')
     ds.assign('D$LAB_HDL', 'LAB_HDL')
@@ -69,7 +69,7 @@ test_that("dataframe_exists", {
     ds.rm("dataframe.newobj")
 })
 
-context("ds.dataFrame::smk::create a dataframe, with DataSHIELD.checks, from root variables")
+# context("ds.dataFrame::smk::create a dataframe, with DataSHIELD.checks, from root variables")
 test_that("dataframe_exists, with DataSHIELD.checks", {
     ds.assign('D$LAB_TSC', 'LAB_TSC')
     ds.assign('D$LAB_HDL', 'LAB_HDL')
@@ -108,7 +108,7 @@ test_that("dataframe_exists, with DataSHIELD.checks", {
     ds.rm("dataframe1")
 })
 
-context("ds.dataFrame::smk::create a dataframe, from dataframe variables")
+# context("ds.dataFrame::smk::create a dataframe, from dataframe variables")
 test_that("dataframe_exists, from dataframe variables", {
     vectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     res <- ds.dataFrame(x=vectors)
@@ -146,7 +146,7 @@ test_that("dataframe_exists, from dataframe variables", {
     ds.rm("dataframe.newobj")
 })
 
-context("ds.dataFrame::smk::create a dataframe, with DataSHIELD.checks, from dataframe variables")
+# context("ds.dataFrame::smk::create a dataframe, with DataSHIELD.checks, from dataframe variables")
 test_that("dataframe_exists, with DataSHIELD.checks, from dataframe variables", {
     vectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     res <- ds.dataFrame(x=vectors, DataSHIELD.checks=TRUE, newobj="dataframe1")
@@ -183,7 +183,7 @@ test_that("dataframe_exists, with DataSHIELD.checks, from dataframe variables",
 # Done
 #
 
-context("ds.dataFrame::smk::shutdown")
+# context("ds.dataFrame::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -191,4 +191,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrame::smk::done")
+# context("ds.dataFrame::smk::done")
diff --git a/tests/testthat/test-smk-ds.dataFrameFill-donothing.R b/tests/testthat/test-smk-ds.dataFrameFill-donothing.R
index ee4a90ee4..f7fa24e55 100644
--- a/tests/testthat/test-smk-ds.dataFrameFill-donothing.R
+++ b/tests/testthat/test-smk-ds.dataFrameFill-donothing.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameFill::smk::donothing setup")
+# context("ds.dataFrameFill::smk::donothing setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameFill::smk::donothing dataframes")
+# context("ds.dataFrameFill::smk::donothing dataframes")
 test_that("dataFrameFill_donothing", {
     colnamesD <- ds.colnames('D')
 
@@ -50,7 +50,7 @@ test_that("dataFrameFill_donothing", {
 # Done
 #
 
-context("ds.dataFrameFill::smk::donothing shutdown")
+# context("ds.dataFrameFill::smk::donothing shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -58,4 +58,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameFill::smk::donothing done")
+# context("ds.dataFrameFill::smk::donothing done")
diff --git a/tests/testthat/test-smk-ds.dataFrameFill-factor.R b/tests/testthat/test-smk-ds.dataFrameFill-factor.R
index 08a23e6aa..bc5464dcf 100644
--- a/tests/testthat/test-smk-ds.dataFrameFill-factor.R
+++ b/tests/testthat/test-smk-ds.dataFrameFill-factor.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameFill::smk::factor setup")
+# context("ds.dataFrameFill::smk::factor setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'DIS_CVA', 'LAB_HDL', 'DIS_DIAB'))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameFill::smk::factor setup dataframes")
+# context("ds.dataFrameFill::smk::factor setup dataframes")
 test_that("setup", {
     ds_expect_variables(c("D"))
   
@@ -66,7 +66,7 @@ test_that("setup", {
 })
 
 
-context("ds.dataFrameFill::smk::factor extend unfilled dataframes")
+# context("ds.dataFrameFill::smk::factor extend unfilled dataframes")
 test_that("dataFrameFill_exists", {
     res <- ds.dataFrameFill(df.name="DD", newobj="filled_df")
 
@@ -174,7 +174,7 @@ test_that("dataFrameFill_exists", {
 # Done
 #
 
-context("ds.dataFrameFill::smk::factor shutdown")
+# context("ds.dataFrameFill::smk::factor shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "DD", "filled_df"))
@@ -182,4 +182,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameFill::smk::factor done")
+# context("ds.dataFrameFill::smk::factor done")
diff --git a/tests/testthat/test-smk-ds.dataFrameFill.R b/tests/testthat/test-smk-ds.dataFrameFill.R
index cd42e7c38..74bc1c1ea 100644
--- a/tests/testthat/test-smk-ds.dataFrameFill.R
+++ b/tests/testthat/test-smk-ds.dataFrameFill.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameFill::smk::setup")
+# context("ds.dataFrameFill::smk::setup")
 
 connect.discordant.dataset.simple(list("A", "B", "C"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameFill::smk::extend unfilled dataframes")
+# context("ds.dataFrameFill::smk::extend unfilled dataframes")
 test_that("dataFrameFill_exists", {
     colnamesD <- ds.colnames('D')
 
@@ -107,7 +107,7 @@ test_that("dataFrameFill_exists", {
 # Done
 #
 
-context("ds.dataFrameFill::smk::shutdown")
+# context("ds.dataFrameFill::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "filled_df"))
@@ -115,4 +115,4 @@ test_that("shutdown", {
 
 disconnect.discordant.dataset.simple()
 
-context("ds.dataFrameFill::smk::done")
+# context("ds.dataFrameFill::smk::done")
diff --git a/tests/testthat/test-smk-ds.dataFrameSort.R b/tests/testthat/test-smk-ds.dataFrameSort.R
index ef93edbb2..805c2b2d4 100644
--- a/tests/testthat/test-smk-ds.dataFrameSort.R
+++ b/tests/testthat/test-smk-ds.dataFrameSort.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSort::smk::setup")
+# context("ds.dataFrameSort::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameSort::smk::create a sorted dataframe")
+# context("ds.dataFrameSort::smk::create a sorted dataframe")
 test_that("dataFrameSort_exists", {
     myvectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     ds.dataFrame(x=myvectors, newobj="unsorted_df")
@@ -47,7 +48,7 @@ test_that("dataFrameSort_exists", {
 # Shutdown
 #
 
-context("ds.dataFrameSort::smk::shutdown")
+# context("ds.dataFrameSort::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "unsorted_df", "sorted_df"))
@@ -59,4 +60,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.dataFrameSort::smk::done")
+# context("ds.dataFrameSort::smk::done")
diff --git a/tests/testthat/test-smk-ds.dataFrameSubset.R b/tests/testthat/test-smk-ds.dataFrameSubset.R
index 5aa691248..0d3fbe68f 100644
--- a/tests/testthat/test-smk-ds.dataFrameSubset.R
+++ b/tests/testthat/test-smk-ds.dataFrameSubset.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dataFrameSubset::smk::setup")
+# context("ds.dataFrameSubset::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dataFrameSubset::smk::create a subset dataframe")
+# context("ds.dataFrameSubset::smk::create a subset dataframe")
 test_that("dataFrameSubset_exists", {
     myvectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     ds.dataFrame(x=myvectors, newobj="unsubset_df")
@@ -60,7 +61,7 @@ test_that("dataFrameSubset_exists", {
     expect_equal(res$validity.check, "<subset_df> appears valid in all sources")
 })
 
-context("ds.dataFrameSubset::smk::create a subset dataframe, based on scalar")
+# context("ds.dataFrameSubset::smk::create a subset dataframe, based on scalar")
 test_that("dataFrameSubset_exists scalar", {
     myvectors <- c('D$LAB_TSC', 'D$LAB_HDL', 'D$PM_BMI_CATEGORICAL')
     ds.dataFrame(x=myvectors, newobj="unsubset_df")
@@ -100,7 +101,7 @@ test_that("dataFrameSubset_exists scalar", {
 # Done
 #
 
-context("ds.dataFrameSubset::smk::shutdown")
+# context("ds.dataFrameSubset::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "unsubset_df", "subset_df"))
@@ -108,4 +109,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dataFrameSubset::smk::down")
+# context("ds.dataFrameSubset::smk::down")
diff --git a/tests/testthat/test-smk-ds.dim.R b/tests/testthat/test-smk-ds.dim.R
index c1d1d9b5a..3c8caf0e1 100644
--- a/tests/testthat/test-smk-ds.dim.R
+++ b/tests/testthat/test-smk-ds.dim.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.dim::smk::setup")
+# context("ds.dim::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dim::smk")
+# context("ds.dim::smk")
 test_that("simple dim, both", {
     dim.res <- ds.dim('D', type='both')
 
@@ -43,7 +44,7 @@ test_that("simple dim, both", {
     expect_equal(dim.res$`dimensions of D in combined studies`[[2]], 1)
 })
 
-context("ds.dim::smk")
+# context("ds.dim::smk")
 test_that("simple dim, split", {
     dim.res <- ds.dim('D', type='split')
 
@@ -59,7 +60,7 @@ test_that("simple dim, split", {
     expect_equal(dim.res$`dimensions of D in sim3`[[2]], 1)
 })
 
-context("ds.dim::smk")
+# context("ds.dim::smk")
 test_that("simple dim, combine", {
     dim.res <- ds.dim('D', type='combine')
 
@@ -73,7 +74,7 @@ test_that("simple dim, combine", {
 # Done
 #
 
-context("ds.dim::smk::shutdown")
+# context("ds.dim::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -81,4 +82,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dim::smk::done")
+# context("ds.dim::smk::done")
diff --git a/tests/testthat/test-smk-ds.dmtC2S.R b/tests/testthat/test-smk-ds.dmtC2S.R
index fb56fb435..5a1ba2737 100644
--- a/tests/testthat/test-smk-ds.dmtC2S.R
+++ b/tests/testthat/test-smk-ds.dmtC2S.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.dmtC2S::smk::setup")
+# context("ds.dmtC2S::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.dmtC2S::smk::data.frame")
+# context("ds.dmtC2S::smk::data.frame")
 test_that("simple dmtC2S - data.frame", {
     a <- data.frame(c(1, 2, 3, 4))
     b <- data.frame(c(2, 3, 4, 1))
@@ -44,7 +44,7 @@ test_that("simple dmtC2S - data.frame", {
     expect_true(all(c("data.frame") %in% res.class$sim3))
 })
 
-context("ds.dmtC2S::smk::matrix")
+# context("ds.dmtC2S::smk::matrix")
 test_that("simple dmtC2S - matrix", {
     a <- c(1, 2, 3, 4, 2, 3, 4, 1, 3)
     cm <- matrix(a, nrow = 3, ncol = 3, byrow = TRUE)
@@ -61,7 +61,7 @@ test_that("simple dmtC2S - matrix", {
     expect_true(all(c("matrix", "array") %in% res.class$sim3))
 })
 
-context("ds.dmtC2S::smk::tibble")
+# context("ds.dmtC2S::smk::tibble")
 test_that("simple dmtC2S - tibble", {
     a <- data.frame(c(1, 2, 3, 4))
     b <- data.frame(c(2, 3, 4, 1))
@@ -84,7 +84,7 @@ test_that("simple dmtC2S - tibble", {
 # Done
 #
 
-context("ds.dmtC2S::smk::shutdown")
+# context("ds.dmtC2S::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "dataframe.newobj", "matrix.newobj", "tibble.newobj"))
@@ -92,4 +92,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.dmtC2S::smk::done")
+# context("ds.dmtC2S::smk::done")
diff --git a/tests/testthat/test-smk-ds.elspline.R b/tests/testthat/test-smk-ds.elspline.R
index 72753d624..aa8d3d787 100644
--- a/tests/testthat/test-smk-ds.elspline.R
+++ b/tests/testthat/test-smk-ds.elspline.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.elspline::smk::setup")
+# context("ds.elspline::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.elspline::smk::test1")
+# context("ds.elspline::smk::test1")
 test_that("elspline", {
    
     ds.elspline(x="D$PM_BMI_CONTINUOUS", n=3, newobj="elsplineDS", datasources=ds.test_env$connections)
@@ -74,7 +75,7 @@ test_that("elspline", {
 })
 
 
-context("ds.elspline::smk::test2")
+# context("ds.elspline::smk::test2")
 test_that("elspline", {
     
     ds.elspline(x="D$PM_BMI_CONTINUOUS", n=5, newobj="elsplineDS2", datasources=ds.test_env$connections)
@@ -132,7 +133,7 @@ test_that("elspline", {
 # Done
 #
 
-context("ds.elspline::smk::shutdown")
+# context("ds.elspline::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "elsplineDS", "elsplineDS2", "LAB_TRIG"))
@@ -140,4 +141,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.elspline::smk::done")
+# context("ds.elspline::smk::done")
diff --git a/tests/testthat/test-smk-ds.exists.R b/tests/testthat/test-smk-ds.exists.R
index 4590bbe44..5f95ea242 100644
--- a/tests/testthat/test-smk-ds.exists.R
+++ b/tests/testthat/test-smk-ds.exists.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.exists::smk::setup")
+# context("ds.exists::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.exists::smk")
+# context("ds.exists::smk")
 test_that("simple exists", {
     res <- ds.exists("no_exists_obj")
 
@@ -39,7 +40,7 @@ test_that("simple exists", {
 
 
 # ds.exists(...) can't be used to check within environment
-context("ds.exists::smk")
+# context("ds.exists::smk")
 test_that("simple exists, with dollar", {
     res <- ds.exists('D$LAB_TSC')
 
@@ -52,7 +53,7 @@ test_that("simple exists, with dollar", {
     expect_equal(res$sim3, FALSE)
 })
 
-context("ds.exists::smk")
+# context("ds.exists::smk")
 test_that("simple exists", {
     ds.assign('D$LAB_TSC', 'exists_obj')
 
@@ -71,7 +72,7 @@ test_that("simple exists", {
 # Done
 #
 
-context("ds.exists::smk::shutdown")
+# context("ds.exists::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "exists_obj"))
@@ -79,4 +80,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.exists::smk::done")
+# context("ds.exists::smk::done")
diff --git a/tests/testthat/test-smk-ds.exp.R b/tests/testthat/test-smk-ds.exp.R
index af09ede61..fa850fb81 100644
--- a/tests/testthat/test-smk-ds.exp.R
+++ b/tests/testthat/test-smk-ds.exp.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.exp::smk::setup")
+# context("ds.exp::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.exp::smk")
+# context("ds.exp::smk")
 test_that("simple exp", {
     res1 <- ds.exp("D$LAB_TSC", newobj="exp1_obj")
 
@@ -81,7 +82,7 @@ test_that("simple exp", {
 # Done
 #
 
-context("ds.exp::smk::shutdown")
+# context("ds.exp::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "exp1_obj", "new_data", "exp2_obj"))
@@ -89,4 +90,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.exp::smk::done")
+# context("ds.exp::smk::done")
diff --git a/tests/testthat/test-smk-ds.gamlss.R b/tests/testthat/test-smk-ds.gamlss.R
index c9c084e44..1e4ad232c 100644
--- a/tests/testthat/test-smk-ds.gamlss.R
+++ b/tests/testthat/test-smk-ds.gamlss.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.gamlss::smk::setup")
+# context("ds.gamlss::smk::setup")
 
 connect.studies.dataset.gamlss(list("e3_bw", "e3_gac_None", "hs_zbmi_who", "hs_child_age_None",
                                     "h_mbmi_None", "hs_correct_raven", "hs_wgtgain_None"))
@@ -25,7 +26,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.gamlss::smk::mod1")
+# context("ds.gamlss::smk::mod1")
 test_that("gamlss, birth weight", {
     model_e3_bw.DS <- ds.gamlss(formula = 'e3_bw ~ e3_gac_None',
                               sigma.formula = 'e3_bw ~ e3_gac_None',
@@ -111,7 +112,7 @@ test_that("gamlss, birth weight", {
     expect_equal(as.numeric(model_e3_bw.DS$study1$centiles[9,'per']), 99.3410214, tolerance=1e-7)
 })
 
-context("ds.gamlss::smk::mod2")
+# context("ds.gamlss::smk::mod2")
 test_that("gamlss, Z BMI", {
   model_zbmi_who.DS <- ds.gamlss(formula = 'hs_zbmi_who ~ hs_child_age_None+h_mbmi_None',
                                  sigma.formula = 'hs_zbmi_who ~ hs_child_age_None',
@@ -199,7 +200,7 @@ test_that("gamlss, Z BMI", {
 })
 
 
-context("ds.gamlss::smk::mod3")
+# context("ds.gamlss::smk::mod3")
 test_that("gamlss, RAVEN TEST", {
 
   ds.dataFrameSort(df.name = 'D', sort.key.name = 'D$hs_correct_raven', newobj = 'D2')
@@ -291,7 +292,7 @@ test_that("gamlss, RAVEN TEST", {
   expect_equal(as.numeric(model_correct_raven.DS$study1$centiles[9,'per']), 100.000000, tolerance=1e-7)
 })
 
-context("ds.gamlss::smk::mod4")
+# context("ds.gamlss::smk::mod4")
 test_that("gamlss, WEIGHT GAIN", {
   model_wgtgain.DS <- ds.gamlss(formula = 'hs_wgtgain_None ~ (e3_bw)',
                                 sigma.formula = 'hs_wgtgain_None ~ (e3_bw)',
@@ -381,7 +382,7 @@ test_that("gamlss, WEIGHT GAIN", {
 # Done
 #
 
-context("ds.gamlss::smk::shutdown")
+# context("ds.gamlss::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "D2", "z_scores_e3_bw", "z_scores_hs_correct_raven", "z_scores_hs_wgtgain_None",
@@ -390,4 +391,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.gamlss()
 
-context("ds.gamlss::smk::done")
+# context("ds.gamlss::smk::done")
diff --git a/tests/testthat/test-smk-ds.getWGSR.R b/tests/testthat/test-smk-ds.getWGSR.R
index b11e59993..c5034a717 100644
--- a/tests/testthat/test-smk-ds.getWGSR.R
+++ b/tests/testthat/test-smk-ds.getWGSR.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.getWGSR::smk::setup")
+# context("ds.getWGSR::smk::setup")
 
 connect.studies.dataset.anthro(list("age", "sex", "weight", "height", "muac"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.getWGSR::smk")
+# context("ds.getWGSR::smk")
 test_that("simple getWGSR", {
     res <- ds.getWGSR('D$sex', 'D$weight', 'D$height', 'wfh', newobj='newobj.getwgsr')
 
@@ -61,7 +62,7 @@ test_that("simple getWGSR", {
 # Done
 #
 
-context("ds.getWGSR::smk::shutdown")
+# context("ds.getWGSR::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "newobj.getwgsr"))
@@ -69,4 +70,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.getWGSR::smk::done")
+# context("ds.getWGSR::smk::done")
diff --git a/tests/testthat/test-smk-ds.glm-binomial.R b/tests/testthat/test-smk-ds.glm-binomial.R
index 133a93e18..666188efd 100644
--- a/tests/testthat/test-smk-ds.glm-binomial.R
+++ b/tests/testthat/test-smk-ds.glm-binomial.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glm::smk::binomial::setup")
+# context("ds.glm::smk::binomial::setup")
 
 connect.studies.dataset.cnsim(list("DIS_DIAB", "GENDER", "PM_BMI_CONTINUOUS", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glm::smk::binomial")
+# context("ds.glm::smk::binomial")
 test_that("glm_binomial", {
     res <- ds.glm('D$DIS_DIAB~D$GENDER*D$PM_BMI_CONTINUOUS+D$LAB_HDL', family="binomial", checks=FALSE)
 
@@ -50,7 +51,7 @@ test_that("glm_binomial", {
     expect_equal(res$output.information, "SEE TOP OF OUTPUT FOR INFORMATION ON MISSING DATA AND ERROR MESSAGES")
 })
 
-context("ds.glm::smk::binomial, with check")
+# context("ds.glm::smk::binomial, with check")
 test_that("glm_binomial, with check", {
     expect_warning(res <- ds.glm('D$DIS_DIAB~D$GENDER*D$PM_BMI_CONTINUOUS+D$LAB_HDL', family="binomial", checks=TRUE), "NAs introduced by coercion")
 
@@ -80,7 +81,7 @@ test_that("glm_binomial, with check", {
 # Done
 #
 
-context("ds.glm::smk::binomial::shutdown")
+# context("ds.glm::smk::binomial::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "DIS_DIAB", "GENDER", "LAB_HDL", "PM_BMI_CONTINUOUS"))
@@ -88,4 +89,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.glm::smk::binomial::done")
+# context("ds.glm::smk::binomial::done")
diff --git a/tests/testthat/test-smk-ds.glm-gaussian.R b/tests/testthat/test-smk-ds.glm-gaussian.R
index f482d54b7..569fbdd91 100644
--- a/tests/testthat/test-smk-ds.glm-gaussian.R
+++ b/tests/testthat/test-smk-ds.glm-gaussian.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glm::smk::gaussian::setup")
+# context("ds.glm::smk::gaussian::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glm::smk::gaussian")
+# context("ds.glm::smk::gaussian")
 test_that("glm_gaussian", {
     res <- ds.glm('D$LAB_TSC~D$LAB_TRIG',family="gaussian",checks=FALSE)
 
@@ -50,7 +51,7 @@ test_that("glm_gaussian", {
     expect_equal(res$output.information, "SEE TOP OF OUTPUT FOR INFORMATION ON MISSING DATA AND ERROR MESSAGES")
 })
 
-context("ds.glm::smk::gaussian, with check")
+# context("ds.glm::smk::gaussian, with check")
 test_that("glm_gaussian, with check", {
     expect_warning(res <- ds.glm('D$LAB_TSC~D$LAB_TRIG', family="gaussian", checks=TRUE), "NAs introduced by coercion")
 
@@ -80,7 +81,7 @@ test_that("glm_gaussian, with check", {
 # Done
 #
 
-context("ds.glm::smk::gaussian::shutdown")
+# context("ds.glm::smk::gaussian::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TRIG", "LAB_TSC"))
@@ -88,4 +89,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.glm::smk::gaussian::done")
+# context("ds.glm::smk::gaussian::done")
diff --git a/tests/testthat/test-smk-ds.glm-poisson.R b/tests/testthat/test-smk-ds.glm-poisson.R
index a8385bfb4..19c56ebc7 100644
--- a/tests/testthat/test-smk-ds.glm-poisson.R
+++ b/tests/testthat/test-smk-ds.glm-poisson.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glm::smk::poisson::setup")
+# context("ds.glm::smk::poisson::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glm::smk::poisson")
+# context("ds.glm::smk::poisson")
 test_that("glm_gaussian", {
     res <- ds.glm("D$survtime~1+D$time.id+D$female", family="poisson", checks=FALSE)
 
@@ -50,7 +51,7 @@ test_that("glm_gaussian", {
     expect_equal(res$output.information, "SEE TOP OF OUTPUT FOR INFORMATION ON MISSING DATA AND ERROR MESSAGES")
 })
 
-context("ds.glm::smk::poisson, with check")
+# context("ds.glm::smk::poisson, with check")
 test_that("glm_gaussian, which check", {
     expect_warning(res <- ds.glm("D$survtime~1+D$time.id+D$female", family="poisson", checks=TRUE), "NAs introduced by coercion")
 
@@ -80,7 +81,7 @@ test_that("glm_gaussian, which check", {
 # Done
 #
 
-context("ds.glm::smk::poisson::shutdown")
+# context("ds.glm::smk::poisson::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "female", "survtime", "time.id"))
@@ -88,4 +89,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.glm::smk::poisson::done")
+# context("ds.glm::smk::poisson::done")
diff --git a/tests/testthat/test-smk-ds.glmPredict-binomial.R b/tests/testthat/test-smk-ds.glmPredict-binomial.R
index 59ec5438d..12570b9c5 100644
--- a/tests/testthat/test-smk-ds.glmPredict-binomial.R
+++ b/tests/testthat/test-smk-ds.glmPredict-binomial.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmPredict::smk::binomial::setup")
+# context("ds.glmPredict::smk::binomial::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmPredict::smk::binomial::without_newobj")
+# context("ds.glmPredict::smk::binomial::without_newobj")
 test_that("simple glmPredict, binomial, without newobj, se.fit=FALSE",{
   glmSLMA.res <- ds.glmSLMA('D$DIS_DIAB~D$LAB_TRIG', family="binomial", newobj="binomial.glmslma.obj")
   
@@ -106,7 +107,7 @@ test_that("simple glmPredict, binomial, without newobj, se.fit=FALSE",{
   
 })
 
-context("ds.glmPredict::smk::binomial::with_newobj")
+# context("ds.glmPredict::smk::binomial::with_newobj")
 test_that("simple glmPredict, binomial, with newobj, se.fit=FALSE", {
     glmSLMA.res <- ds.glmSLMA('D$DIS_DIAB~D$LAB_TRIG', family="binomial", newobj="binomial.glmslma.obj")
     
@@ -187,7 +188,7 @@ test_that("simple glmPredict, binomial, with newobj, se.fit=FALSE", {
     expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 0.029020811, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::binomial::sefit_true")
+# context("ds.glmPredict::smk::binomial::sefit_true")
 test_that("simple glmPredict, binomial, with newobj, se.fit=TRUE", {
   glmSLMA.res <- ds.glmSLMA('D$DIS_DIAB~D$LAB_TRIG', family="binomial", newobj="binomial.glmslma.obj")
   
@@ -318,7 +319,7 @@ test_that("simple glmPredict, binomial, with newobj, se.fit=TRUE", {
 # Shutdown
 #
 
-context("ds.glmPredict::smk::binomial::shutdown")
+# context("ds.glmPredict::smk::binomial::shutdown")
 
 test_that("shutdown", {
   ds_expect_variables(c("D", "binomial.glmslma.obj", "binomial.glm.predict.obj", "binomial.glm.predict.sefit.obj", "predict_glm" ))
@@ -330,4 +331,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.glmPredict::smk::binomial::done")
+# context("ds.glmPredict::smk::binomial::done")
diff --git a/tests/testthat/test-smk-ds.glmPredict-gaussian.R b/tests/testthat/test-smk-ds.glmPredict-gaussian.R
index e810f118c..934aba3e7 100644
--- a/tests/testthat/test-smk-ds.glmPredict-gaussian.R
+++ b/tests/testthat/test-smk-ds.glmPredict-gaussian.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmPredict::smk::gaussian::setup")
+# context("ds.glmPredict::smk::gaussian::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.glmPredict::smk::gaussian::without_newobj")
+# context("ds.glmPredict::smk::gaussian::without_newobj")
 test_that("simple glmPredict, gaussian, without newobj, se.fit=FALSE",{
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="gaussian.glmslma.obj")
 
@@ -104,7 +105,7 @@ test_that("simple glmPredict, gaussian, without newobj, se.fit=FALSE",{
     expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 6.054574, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::gaussian::with_newobj")
+# context("ds.glmPredict::smk::gaussian::with_newobj")
 test_that("simple glmPredict, gaussian, with newobj, se.fit=FALSE", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="gaussian.glmslma.obj")
 
@@ -185,7 +186,7 @@ test_that("simple glmPredict, gaussian, with newobj, se.fit=FALSE", {
     expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 6.054574, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::gaussian::sefit_true")
+# context("ds.glmPredict::smk::gaussian::sefit_true")
 test_that("simple glmPredict, gaussian, with newobj, se.fit=TRUE", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="gaussian.glmslma.obj")
     
@@ -316,7 +317,7 @@ test_that("simple glmPredict, gaussian, with newobj, se.fit=TRUE", {
 # Shutdown
 #
 
-context("ds.glmPredict::smk::gaussian::shutdown")
+# context("ds.glmPredict::smk::gaussian::shutdown")
 
 test_that("shutdown", {
   ds_expect_variables(c("D", "gaussian.glm.predict.obj", "gaussian.glm.predict.sefit.obj", "gaussian.glmslma.obj", "predict_glm" ))
@@ -328,4 +329,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.glmPredict::smk::gaussian::done")
+# context("ds.glmPredict::smk::gaussian::done")
diff --git a/tests/testthat/test-smk-ds.glmPredict-poisson.R b/tests/testthat/test-smk-ds.glmPredict-poisson.R
index 83a0af2b1..d8f830c14 100644
--- a/tests/testthat/test-smk-ds.glmPredict-poisson.R
+++ b/tests/testthat/test-smk-ds.glmPredict-poisson.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmPredict::smk::poisson::setup")
+# context("ds.glmPredict::smk::poisson::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmPredict::smk::poisson::without_newobj")
+# context("ds.glmPredict::smk::poisson::without_newobj")
 test_that("simple glmPredict, poisson, without newobj, se.fit=FALSE", {
   glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="poisson.glmslma.obj")
   
@@ -105,7 +106,7 @@ test_that("simple glmPredict, poisson, without newobj, se.fit=FALSE", {
   expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 6.056664, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::poisson::with_newobj")
+# context("ds.glmPredict::smk::poisson::with_newobj")
 test_that("simple glmPredict, poisson, with newobj, se.fit=FALSE", {
   glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="poisson.glmslma.obj")
   
@@ -186,7 +187,7 @@ test_that("simple glmPredict, poisson, with newobj, se.fit=FALSE", {
   expect_equal(res$sim3$safe.list$fit.quantiles[[7]], 6.056664, tolerance = ds.test_env$tolerance)
 })
 
-context("ds.glmPredict::smk::poisson::sefit_true")
+# context("ds.glmPredict::smk::poisson::sefit_true")
 test_that("simple glmPredict, poisson, with newobj, se.fit=TRUE", {
   glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="poisson.glmslma.obj")
   
@@ -316,7 +317,7 @@ test_that("simple glmPredict, poisson, with newobj, se.fit=TRUE", {
 # Shutdown
 #
 
-context("ds.glmPredict::smk::poisson::shutdown")
+# context("ds.glmPredict::smk::poisson::shutdown")
 
 test_that("shutdown", {
   ds_expect_variables(c("D", "poisson.glm.predict.obj", "poisson.glm.predict.sefit.obj", "poisson.glmslma.obj", "predict_glm" ))
@@ -328,4 +329,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.glmPredict::smk::poisson::done")
+# context("ds.glmPredict::smk::poisson::done")
diff --git a/tests/testthat/test-smk-ds.glmSLMA.R b/tests/testthat/test-smk-ds.glmSLMA.R
index 37532ba44..b0769bfdf 100644
--- a/tests/testthat/test-smk-ds.glmSLMA.R
+++ b/tests/testthat/test-smk-ds.glmSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmSLMA::smk::setup")
+# context("ds.glmSLMA::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "MEDI_LPD", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmSLMA::smk::gaussian")
+# context("ds.glmSLMA::smk::gaussian")
 test_that("simple glmSLMA, gaussian", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian")
 
@@ -77,7 +78,7 @@ test_that("simple glmSLMA, gaussian", {
     expect_equal(glmSLMA.res$validity.check, "<new.glm.obj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::gaussian-assigned")
+# context("ds.glmSLMA::smk::gaussian-assigned")
 test_that("simple glmSLMA, gaussian-assigned", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="glmSLMA_1.newobj")
     
@@ -130,7 +131,7 @@ test_that("simple glmSLMA, gaussian-assigned", {
     expect_equal(glmSLMA.res$validity.check, "<glmSLMA_1.newobj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::binomial")
+# context("ds.glmSLMA::smk::binomial")
 test_that("simple glmSLMA, binomial", {
     ds.asCharacter('D$MEDI_LPD', 'str.medi.lpd')
     ds.asNumeric('str.medi.lpd', 'num.medi.lpd')
@@ -190,7 +191,7 @@ test_that("simple glmSLMA, binomial", {
     expect_equal(glmSLMA.res$validity.check, "<new.glm.obj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::binomial-assigned")
+# context("ds.glmSLMA::smk::binomial-assigned")
 test_that("simple glmSLMA, binomial-assigned", {
     ds.asCharacter('D$MEDI_LPD', 'str.medi.lpd')
     ds.asNumeric('str.medi.lpd', 'num.medi.lpd')
@@ -250,7 +251,7 @@ test_that("simple glmSLMA, binomial-assigned", {
     expect_equal(glmSLMA.res$validity.check, "<glmSLMA_2.newobj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::poisson")
+# context("ds.glmSLMA::smk::poisson")
 test_that("simple glmSLMA, poisson", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson")
 
@@ -303,7 +304,7 @@ test_that("simple glmSLMA, poisson", {
     expect_equal(glmSLMA.res$validity.check, "<new.glm.obj> appears valid in all sources")
 })
 
-context("ds.glmSLMA::smk::poisson-assigned")
+# context("ds.glmSLMA::smk::poisson-assigned")
 test_that("simple glmSLMA, poisson-assigned", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="glmSLMA_3.newobj")
 
@@ -360,7 +361,7 @@ test_that("simple glmSLMA, poisson-assigned", {
 # Done
 #
 
-context("ds.glmSLMA::smk::shutdown")
+# context("ds.glmSLMA::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "new.glm.obj", "glmSLMA_1.newobj", "glmSLMA_2.newobj", "glmSLMA_3.newobj", "num.medi.lpd", "num.dis.diab", "num.gender", "str.medi.lpd", "str.dis.diab", "str.gender"))
@@ -369,4 +370,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.glmSLMA::smk::done")
+# context("ds.glmSLMA::smk::done")
diff --git a/tests/testthat/test-smk-ds.glmSummary.R b/tests/testthat/test-smk-ds.glmSummary.R
index 68efb105e..c6a827dfc 100644
--- a/tests/testthat/test-smk-ds.glmSummary.R
+++ b/tests/testthat/test-smk-ds.glmSummary.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.glmSummary::smk::setup")
+# context("ds.glmSummary::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "DIS_AMI", "DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.glmSummary::smk::gaussian")
+# context("ds.glmSummary::smk::gaussian")
 test_that("simple glmSummary, gaussian, without newobj", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="gaussian", newobj="gaussian.glmslma.obj")
 
@@ -87,7 +88,7 @@ test_that("simple glmSummary, gaussian", {
     expect_equal(class(res$sim3$glm.summary.obj), 'summary.glm')
 })
 
-context("ds.glmSummary::smk::poisson")
+# context("ds.glmSummary::smk::poisson")
 test_that("simple glmSummary, poisson, without newobj", {
     glmSLMA.res <- ds.glmSLMA('D$LAB_TSC~D$LAB_TRIG', family="poisson", newobj="poisson.glmslma.obj")
 
@@ -154,7 +155,7 @@ test_that("simple glmSummary, poisson", {
 # Shutdown
 #
 
-context("ds.glmSummary::smk::shutdown")
+# context("ds.glmSummary::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "gaussian.glmslma.obj", "gaussian.glmsummary.obj", "poisson.glmslma.obj", "poisson.glmsummary.obj", "summary_glm.newobj"))
@@ -166,4 +167,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.glmSummary::smk::done")
+# context("ds.glmSummary::smk::done")
diff --git a/tests/testthat/test-smk-ds.glmerSLMA.R b/tests/testthat/test-smk-ds.glmerSLMA.R
index 0d9720063..4ad25a02f 100644
--- a/tests/testthat/test-smk-ds.glmerSLMA.R
+++ b/tests/testthat/test-smk-ds.glmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up Phase 1
 #
 
-context("ds.glmerSLMA::smk::setup - phase 1")
+# context("ds.glmerSLMA::smk::setup - phase 1")
 
 connect.studies.dataset.cluster.int(list("incid_rate", "trtGrp", "Male", "idDoctor", "idSurgery"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests Phase 1
 #
 
-context("ds.glmerSLMA::smk::phase 1")
+# context("ds.glmerSLMA::smk::phase 1")
 test_that("simple glmerSLMA tesing (mis)use of arguments", {
     res = ds.glmerSLMA(formula = 'incid_rate ~ trtGrp + Male + (1|idDoctor)', family='poisson', dataName = "D", start_theta = c(1))
     expect_length(res, 8)
@@ -74,7 +75,7 @@ test_that("simple glmerSLMA with assign=TRUE", {
 # Shutdown phase 1
 #
 
-context("ds.glmerSLMA::smk::shutdown - phase 1")
+# context("ds.glmerSLMA::smk::shutdown - phase 1")
 
 test_that("setup", {
   #note the offset and weights objects below are artefacts 
@@ -87,7 +88,7 @@ disconnect.studies.dataset.cluster.int()
 # Set up phase 2
 #
 
-context("ds.glmerSLMA::smk::setup - phase 2")
+# context("ds.glmerSLMA::smk::setup - phase 2")
 
 connect.studies.dataset.cluster.slo(list("incid_rate", "trtGrp", "Male", "idDoctor", "BMI", "idSurgery"))
 
@@ -99,7 +100,7 @@ test_that("setup", {
 # Tests phase 2
 #
 
-context("ds.glmerSLMA::smk::test - phase 2")
+# context("ds.glmerSLMA::smk::test - phase 2")
 
 test_that("check slope formulae - 1", {
     res = ds.glmerSLMA(formula = 'incid_rate ~ trtGrp + Male + (1|idDoctor) + (1|idSurgery) + (0+trtGrp|idSurgery)', family='poisson', dataName = 'D', control_type = 'check.conv.grad', control_value = 0.1)
@@ -249,7 +250,7 @@ test_that("check slope formulae - 2", {
 # Shutdown phase 2
 #
 
-context("ds.glmerSLMA::smk::shutdown - phase 2")
+# context("ds.glmerSLMA::smk::shutdown - phase 2")
 
 test_that("setup", {
     ds_expect_variables(c("D", "offset", "weights"))
@@ -261,4 +262,4 @@ disconnect.studies.dataset.cluster.slo()
 # Done
 #
 
-context("ds.glmerSLMA::smk::done")
+# context("ds.glmerSLMA::smk::done")
diff --git a/tests/testthat/test-smk-ds.hetcor.R b/tests/testthat/test-smk-ds.hetcor.R
index 7d029fb30..906c1cdd9 100644
--- a/tests/testthat/test-smk-ds.hetcor.R
+++ b/tests/testthat/test-smk-ds.hetcor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.hetcor::smk::setup")
+# context("ds.hetcor::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "PM_BMI_CONTINUOUS", "DIS_CVA", "MEDI_LPD", "DIS_DIAB", "DIS_AMI", "GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.hetcor::smk::test1")
+# context("ds.hetcor::smk::test1")
 test_that("hetcor", {
     ds.dataFrame(c("D$LAB_TSC", "D$LAB_TRIG", "D$LAB_HDL", "D$LAB_GLUC_ADJUSTED", "D$PM_BMI_CONTINUOUS", "D$DIS_CVA", "D$MEDI_LPD", "D$DIS_DIAB", "D$DIS_AMI", "D$GENDER", "D$PM_BMI_CATEGORICAL"), newobj="df")
 
@@ -177,7 +178,7 @@ test_that("hetcor", {
 # Done
 #
 
-context("ds.hetcor::smk::shutdown")
+# context("ds.hetcor::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "df"))
@@ -185,4 +186,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.hetcor::smk::done")
+# context("ds.hetcor::smk::done")
diff --git a/tests/testthat/test-smk-ds.isNA.R b/tests/testthat/test-smk-ds.isNA.R
index fb7213747..a0419eff8 100644
--- a/tests/testthat/test-smk-ds.isNA.R
+++ b/tests/testthat/test-smk-ds.isNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.isNA::smk::setup")
+# context("ds.isNA::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.isNA::smk")
+# context("ds.isNA::smk")
 res <- ds.isNA(x='D$LAB_HDL')
 test_that("isNA", {
     expect_false(res$sim1)
@@ -36,7 +37,7 @@ test_that("isNA", {
 # Tear down
 #
 
-context("ds.isNA::smk::shutdown")
+# context("ds.isNA::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -44,5 +45,5 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.isNA::smk::done")
+# context("ds.isNA::smk::done")
 
diff --git a/tests/testthat/test-smk-ds.isValid.R b/tests/testthat/test-smk-ds.isValid.R
index 302412ba5..59b72dcce 100644
--- a/tests/testthat/test-smk-ds.isValid.R
+++ b/tests/testthat/test-smk-ds.isValid.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.isValid::smk::setup")
+# context("ds.isValid::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.isValid::smk")
+# context("ds.isValid::smk")
 test_that("isValid", {
     res1 <- ds.isValid(x='D$LAB_TSC')
 
@@ -55,7 +56,7 @@ test_that("isValid", {
 # Tear down
 #
 
-context("ds.isValid::smk::shutdown")
+# context("ds.isValid::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -63,4 +64,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.isValid::smk::done")
+# context("ds.isValid::smk::done")
diff --git a/tests/testthat/test-smk-ds.kurtosis.R b/tests/testthat/test-smk-ds.kurtosis.R
index 76cedb049..297f87e46 100644
--- a/tests/testthat/test-smk-ds.kurtosis.R
+++ b/tests/testthat/test-smk-ds.kurtosis.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.kurtosis::smk::setup")
+# context("ds.kurtosis::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "PM_BMI_CONTINUOUS"))
 
@@ -27,7 +27,7 @@ test_that("setup", {
 
 # Method 1
 
-context("ds.kurtosis::smk::method 1::split")
+# context("ds.kurtosis::smk::method 1::split")
 test_that("simple kurtosis, method 1, split, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 1, type='split')
 
@@ -128,7 +128,7 @@ test_that("simple kurtosis, method 1, split, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 1::combine")
+# context("ds.kurtosis::smk::method 1::combine")
 test_that("simple kurtosis, combine, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 1, type='combine')
 
@@ -199,7 +199,7 @@ test_that("simple kurtosis, method 1, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 1::both")
+# context("ds.kurtosis::smk::method 1::both")
 test_that("simple kurtosis, both, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 1, type='both')
 
@@ -342,7 +342,7 @@ test_that("simple kurtosis, method 1, both, on PM_BMI_CONTINUOUS", {
 
 # Method 2
 
-context("ds.kurtosis::smk::method 2::split")
+# context("ds.kurtosis::smk::method 2::split")
 test_that("simple kurtosis, method 2, split, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 2, type='split')
 
@@ -443,7 +443,7 @@ test_that("simple kurtosis, method 2, split, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 2::combine")
+# context("ds.kurtosis::smk::method 2::combine")
 test_that("simple kurtosis, combine, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 2, type='combine')
 
@@ -514,7 +514,7 @@ test_that("simple kurtosis, method 2, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 2::both")
+# context("ds.kurtosis::smk::method 2::both")
 test_that("simple kurtosis, both, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 2, type='both')
 
@@ -657,7 +657,7 @@ test_that("simple kurtosis, method 2, both, on PM_BMI_CONTINUOUS", {
 
 # Method 3
 
-context("ds.kurtosis::smk::method 3::split")
+# context("ds.kurtosis::smk::method 3::split")
 test_that("simple kurtosis, method 3, split, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 3, type='split')
 
@@ -758,7 +758,7 @@ test_that("simple kurtosis, method 3, split, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 3::combine")
+# context("ds.kurtosis::smk::method 3::combine")
 test_that("simple kurtosis, combine, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 3, type='combine')
 
@@ -829,7 +829,7 @@ test_that("simple kurtosis, method 3, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(kurtosis.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.kurtosis::smk::method 3::both")
+# context("ds.kurtosis::smk::method 3::both")
 test_that("simple kurtosis, both, on LAB_TSC", {
     kurtosis.res <- ds.kurtosis(x = 'D$LAB_TSC', method = 3, type='both')
 
@@ -974,7 +974,7 @@ test_that("simple kurtosis, method 3, both, on PM_BMI_CONTINUOUS", {
 # Done
 #
 
-context("ds.kurtosis::smk::shutdown")
+# context("ds.kurtosis::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -982,4 +982,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.kurtosis::smk::done")
+# context("ds.kurtosis::smk::done")
diff --git a/tests/testthat/test-smk-ds.length.R b/tests/testthat/test-smk-ds.length.R
index 58d85b33e..b7c9bd764 100644
--- a/tests/testthat/test-smk-ds.length.R
+++ b/tests/testthat/test-smk-ds.length.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.length::smk::setup")
+# context("ds.length::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.length::smk")
+# context("ds.length::smk")
 test_that("basic length, both", {
     res.length <- ds.length('D$LAB_TSC', type='both')
 
@@ -81,7 +82,7 @@ test_that("basic length, combine", {
 # Done
 #
 
-context("ds.length::smk::shutdown")
+# context("ds.length::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -89,4 +90,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.length::smk::done")
+# context("ds.length::smk::done")
diff --git a/tests/testthat/test-smk-ds.levels.R b/tests/testthat/test-smk-ds.levels.R
index cc262a1ed..022758937 100644
--- a/tests/testthat/test-smk-ds.levels.R
+++ b/tests/testthat/test-smk-ds.levels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.levels::smk::setup")
+# context("ds.levels::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.levels::smk")
+# context("ds.levels::smk")
 test_that("simple levels", {
     ds.asFactor("D$GENDER", newobj.name = "gender")
 
@@ -51,7 +52,7 @@ test_that("simple levels", {
     expect_equal(res$sim3$Levels[2], "1")
 })
 
-context("ds.levels::smk")
+# context("ds.levels::smk")
 test_that("simple levels", {
     ds.asFactor("D$PM_BMI_CATEGORICAL", newobj.name = "pm_bmi_categorical")
 
@@ -85,7 +86,7 @@ test_that("simple levels", {
 # Done
 #
 
-context("ds.levels::smk::shutdown")
+# context("ds.levels::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "gender", "pm_bmi_categorical"))
@@ -93,5 +94,5 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.levels::smk::done")
+# context("ds.levels::smk::done")
 
diff --git a/tests/testthat/test-smk-ds.lexis.R b/tests/testthat/test-smk-ds.lexis.R
index 2ad3b717d..c0c302339 100644
--- a/tests/testthat/test-smk-ds.lexis.R
+++ b/tests/testthat/test-smk-ds.lexis.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.lexis::smk::setup")
+# context("ds.lexis::smk::setup")
 
 connect.studies.dataset.survival(list("id", "starttime", "endtime", "cens", "age.60"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lexis::smk")
+# context("ds.lexis::smk")
 test_that("simple lexis", {
     res <- ds.lexis(data='D', intervalWidth = c(1.0, 1.5, 2.5), idCol = 'D$id', entryCol = 'D$starttime', exitCol = 'D$endtime', statusCol = 'D$cens', variables = c('D$age.60'), expandDF = 'EM.new')
 
@@ -55,7 +55,7 @@ test_that("simple lexis", {
 # Done
 #
 
-context("ds.lexis::smk::shutdown")
+# context("ds.lexis::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "EM.new", "messageobj"))
@@ -63,4 +63,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.lexis::smk::done")
+# context("ds.lexis::smk::done")
diff --git a/tests/testthat/test-smk-ds.list.R b/tests/testthat/test-smk-ds.list.R
index d369bedfc..85ff10d86 100644
--- a/tests/testthat/test-smk-ds.list.R
+++ b/tests/testthat/test-smk-ds.list.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.list::smk::setup")
+# context("ds.list::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.list::smk")
+# context("ds.list::smk")
 test_that("Is List", {
   myobjects <- c('D$LAB_TSC', 'D$LAB_HDL')
   res <- ds.list(x=myobjects, newobj='my_newobj')
@@ -72,7 +73,7 @@ test_that("Is List", {
 # Tear down
 #
 
-context("ds.list::smk::shutdown")
+# context("ds.list::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "my_newobj"))
@@ -80,4 +81,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.list::smk::down")
+# context("ds.list::smk::down")
diff --git a/tests/testthat/test-smk-ds.listClientsideFunctions.R b/tests/testthat/test-smk-ds.listClientsideFunctions.R
index 20adf0e3e..4ab65e6ea 100644
--- a/tests/testthat/test-smk-ds.listClientsideFunctions.R
+++ b/tests/testthat/test-smk-ds.listClientsideFunctions.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.listClientsideFunctions::smk::setup")
+# context("ds.listClientsideFunctions::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -25,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.listClientsideFunctions::smk::check results")
+# context("ds.listClientsideFunctions::smk::check results")
 test_that("check results", {
     output <- list(
         "ds.abs",
@@ -137,7 +137,7 @@ test_that("check results", {
         "ds.vectorCalc"
     )
 
-    expect_output(res <- ds.listClientsideFunctions(), "*")
+    res <- ds.listClientsideFunctions()
 
     for (func.name in output) {
         expect_true(func.name %in% res, info = func.name)
@@ -148,7 +148,7 @@ test_that("check results", {
 # Done
 #
 
-context("ds.listClientsideFunctions::smk::shutdown")
+# context("ds.listClientsideFunctions::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -156,4 +156,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.listClientsideFunctions::smk::done")
+# context("ds.listClientsideFunctions::smk::done")
diff --git a/tests/testthat/test-smk-ds.listDisclosureSettings.R b/tests/testthat/test-smk-ds.listDisclosureSettings.R
index e1b136951..2d8e34842 100644
--- a/tests/testthat/test-smk-ds.listDisclosureSettings.R
+++ b/tests/testthat/test-smk-ds.listDisclosureSettings.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.listDisclosureSettings::smk::setup")
+# context("ds.listDisclosureSettings::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.listDisclosureSettings::smk::check results")
+# context("ds.listDisclosureSettings::smk::check results")
 test_that("check results", {
     res <- ds.listDisclosureSettings()
 
@@ -78,7 +79,7 @@ test_that("check results", {
 # Done
 #
 
-context("ds.listDisclosureSettings::smk::shutdown")
+# context("ds.listDisclosureSettings::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -86,4 +87,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.listDisclosureSettings::smk::down")
+# context("ds.listDisclosureSettings::smk::down")
diff --git a/tests/testthat/test-smk-ds.listServersideFunctions.R b/tests/testthat/test-smk-ds.listServersideFunctions.R
index 542d62b1a..bdb05baad 100644
--- a/tests/testthat/test-smk-ds.listServersideFunctions.R
+++ b/tests/testthat/test-smk-ds.listServersideFunctions.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -19,7 +19,7 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 # Tests
 #
 
-context("ds.listServersideFunctions::smk::check results")
+# context("ds.listServersideFunctions::smk::check results")
 test_that("check results", {
     assign.functions <- factor(c(
       "BooleDS", "abs", "absDS", "acos", "as.character", "as.null", "as.numeric", "asCharacterDS", "asDataMatrixDS",
diff --git a/tests/testthat/test-smk-ds.lmerSLMA.R b/tests/testthat/test-smk-ds.lmerSLMA.R
index c552a65ff..7d352a9c2 100644
--- a/tests/testthat/test-smk-ds.lmerSLMA.R
+++ b/tests/testthat/test-smk-ds.lmerSLMA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up phase 1
 #
 
-context("ds.lmerSLMA::smk::setup phase 1")
+# context("ds.lmerSLMA::smk::setup phase 1")
 
 connect.studies.dataset.cluster.int(list("incid_rate", "trtGrp", "Male", "idDoctor", "BMI", "idSurgery"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lmerSLMA::smk::phase 1")
+# context("ds.lmerSLMA::smk::phase 1")
 test_that("simple lmerSLMA", {
     res <- ds.lmerSLMA(formula = 'incid_rate ~ trtGrp + Male + (1|idDoctor)', dataName = "D")
 
@@ -75,7 +76,7 @@ test_that("test offsets and weights", {
 # Shutdown
 #
 
-context("ds.lmerSLMA::smk::shutdown phase 1")
+# context("ds.lmerSLMA::smk::shutdown phase 1")
 
 test_that("shutdown", {
     #note the offset and weights objects below are artefacts 
@@ -89,7 +90,7 @@ disconnect.studies.dataset.cluster.int()
 # Set up
 #
 
-context("ds.lmerSLMA::smk::setup phase 2")
+# context("ds.lmerSLMA::smk::setup phase 2")
 
 connect.studies.dataset.cluster.slo(list("incid_rate", "trtGrp", "Male", "idDoctor", "BMI", "idSurgery"))
 
@@ -101,7 +102,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lmerSLMA::smk::test phase 2")
+# context("ds.lmerSLMA::smk::test phase 2")
 
 test_that("check slope formulae", {
     res = ds.lmerSLMA(formula = 'BMI ~ trtGrp + Male + (1|idDoctor) + (1|idSurgery) + (0+trtGrp|idSurgery)', dataName = 'D', control_type = 'check.conv.grad',control_value = 0.1)
@@ -251,7 +252,7 @@ test_that("check slope formulae", {
 # Shutdown
 #
 
-context("ds.lmerSLMA::smk::shutdown phase 2")
+# context("ds.lmerSLMA::smk::shutdown phase 2")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "offset", "weights"))
@@ -263,4 +264,4 @@ disconnect.studies.dataset.cluster.slo()
 # Done
 #
 
-context("ds.lmerSLMA::smk::done")
+# context("ds.lmerSLMA::smk::done")
diff --git a/tests/testthat/test-smk-ds.log.R b/tests/testthat/test-smk-ds.log.R
index cd18e6f1f..c857408db 100644
--- a/tests/testthat/test-smk-ds.log.R
+++ b/tests/testthat/test-smk-ds.log.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.log::smk::setup")
+# context("ds.log::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.log::smk")
+# context("ds.log::smk")
 test_that("simple log", {
     res1 <- ds.log("D$LAB_TSC", newobj="log1_obj")
 
@@ -81,7 +82,7 @@ test_that("simple log", {
 # Done
 #
 
-context("ds.log::smk::shutdown")
+# context("ds.log::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "new_data", "log1_obj", "log2_obj"))
@@ -89,4 +90,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.log::smk::done")
+# context("ds.log::smk::done")
diff --git a/tests/testthat/test-smk-ds.look.R b/tests/testthat/test-smk-ds.look.R
index c8167430c..f4a656837 100644
--- a/tests/testthat/test-smk-ds.look.R
+++ b/tests/testthat/test-smk-ds.look.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.look::smk::setup")
+# context("ds.look::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.look::smk")
+# context("ds.look::smk")
 test_that("simple look", {
     res <- ds.look("lengthDS('D$LAB_TSC')")
 
@@ -39,7 +40,7 @@ test_that("simple look", {
 # Done
 #
 
-context("ds.look::smk::shutdown")
+# context("ds.look::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -47,4 +48,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.look::smk::done")
+# context("ds.look::smk::done")
diff --git a/tests/testthat/test-smk-ds.ls.R b/tests/testthat/test-smk-ds.ls.R
index 1a9afe3d4..91dd745a4 100644
--- a/tests/testthat/test-smk-ds.ls.R
+++ b/tests/testthat/test-smk-ds.ls.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ls::smk::setup")
+# context("ds.ls::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ls::smk")
+# context("ds.ls::smk")
 test_that("simple ls", {
     res <- ds.ls()
 
@@ -107,7 +108,7 @@ test_that("simple ls, with envir, with wildcard prefix", {
 # Shutdown
 #
 
-context("ds.ls::smk::shutdown")
+# context("ds.ls::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -119,4 +120,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.ls::smk::done")
+# context("ds.ls::smk::done")
diff --git a/tests/testthat/test-smk-ds.lspline.R b/tests/testthat/test-smk-ds.lspline.R
index 9529babd7..08d45470d 100644
--- a/tests/testthat/test-smk-ds.lspline.R
+++ b/tests/testthat/test-smk-ds.lspline.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.lspline::smk::setup")
+# context("ds.lspline::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.lspline::smk::test1")
+# context("ds.lspline::smk::test1")
 test_that("lspline", {
    
     ds.lspline(x="D$PM_BMI_CONTINUOUS", knots=c(15,25,35), newobj="lsplineDS", datasources=ds.test_env$connections)
@@ -81,7 +82,7 @@ test_that("lspline", {
 # Done
 #
 
-context("ds.lspline::smk::shutdown")
+# context("ds.lspline::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TRIG", "lsplineDS"))
@@ -89,4 +90,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.qlspline::smk::done")
+# context("ds.qlspline::smk::done")
diff --git a/tests/testthat/test-smk-ds.make.R b/tests/testthat/test-smk-ds.make.R
index 57565fbe5..cadb04707 100644
--- a/tests/testthat/test-smk-ds.make.R
+++ b/tests/testthat/test-smk-ds.make.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.make::smk::setup")
+# context("ds.make::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.make::smk")
+# context("ds.make::smk")
 test_that("simple make", {
     res <- ds.make("(D$LAB_TSC*D$LAB_TRIG*D$LAB_HDL)", "maded.rand")
 
@@ -33,7 +34,7 @@ test_that("simple make", {
     expect_equal(res$validity.check, "<maded.rand> appears valid in all sources")
 })
 
-context("ds.make::smk")
+# context("ds.make::smk")
 test_that("simple make", {
     res <- ds.make("(D$LAB_TSC*10)", "maded.rand")
 
@@ -42,7 +43,7 @@ test_that("simple make", {
     expect_equal(res$validity.check, "<maded.rand> appears valid in all sources")
 })
 
-context("ds.make::smk")
+# context("ds.make::smk")
 test_that("simple make", {
     res <- ds.make("(D$LAB_TSC)*10", "maded.rand")
 
@@ -55,7 +56,7 @@ test_that("simple make", {
 # Done
 #
 
-context("ds.make::smk::shutdown")
+# context("ds.make::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "maded.rand"))
@@ -63,4 +64,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.make::smk::done")
+# context("ds.make::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrix.R b/tests/testthat/test-smk-ds.matrix.R
index c9295bd9a..d48367603 100644
--- a/tests/testthat/test-smk-ds.matrix.R
+++ b/tests/testthat/test-smk-ds.matrix.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrix::smk::setup")
+# context("ds.matrix::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrix::smk")
+# context("ds.matrix::smk")
 test_that("simplest ds.matrix", {
     matrix <- c(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
 
@@ -46,7 +47,7 @@ test_that("simplest ds.matrix", {
 # Tear down
 #
 
-context("ds.matrix::smk::shutdown")
+# context("ds.matrix::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj"))
@@ -54,4 +55,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrix::smk::done")
+# context("ds.matrix::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixDet.R b/tests/testthat/test-smk-ds.matrixDet.R
index 3cf8f8b50..74626cbc4 100644
--- a/tests/testthat/test-smk-ds.matrixDet.R
+++ b/tests/testthat/test-smk-ds.matrixDet.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixDet::smk::setup")
+# context("ds.matrixDet::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixDet::smk")
+# context("ds.matrixDet::smk")
 test_that("simplest ds.matrixDet", {
     matrix <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
 
@@ -47,7 +48,7 @@ test_that("simplest ds.matrixDet", {
 # Tear down
 #
 
-context("ds.matrixDet::smk::shutdown")
+# context("ds.matrixDet::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj", "matrixdet.newobj"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixDet::smk::done")
+# context("ds.matrixDet::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixDet.report.R b/tests/testthat/test-smk-ds.matrixDet.report.R
index 5854fbde3..20850a5a3 100644
--- a/tests/testthat/test-smk-ds.matrixDet.report.R
+++ b/tests/testthat/test-smk-ds.matrixDet.report.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixDet.report::smk::setup")
+# context("ds.matrixDet.report::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixDet.report::smk")
+# context("ds.matrixDet.report::smk")
 test_that("simplest ds.matrixDet.report", {
     matrix <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
 
@@ -51,7 +52,7 @@ test_that("simplest ds.matrixDet.report", {
 # Tear down
 #
 
-context("ds.matrixDet.report::smk::shutdown")
+# context("ds.matrixDet.report::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj"))
@@ -59,4 +60,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixDet.report::smk::done")
+# context("ds.matrixDet.report::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixDiag.R b/tests/testthat/test-smk-ds.matrixDiag.R
index 14bc8baba..2a9b30d75 100644
--- a/tests/testthat/test-smk-ds.matrixDiag.R
+++ b/tests/testthat/test-smk-ds.matrixDiag.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixDiag::smk::setup")
+# context("ds.matrixDiag::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixDiag::smk")
+# context("ds.matrixDiag::smk")
 test_that("simplest ds.matrixDiag", {
     matrix <- c(0, 1, 2, 3, 4, 5)
 
@@ -42,7 +43,7 @@ test_that("simplest ds.matrixDiag", {
     expect_true("matrix" %in% check.class$sim3)
 })
 
-context("ds.matrixDiag::smk")
+# context("ds.matrixDiag::smk")
 test_that("simplest ds.matrixDiag", {
     matrix <- c(0, 1, 2, 3, 4, 5)
 
@@ -64,7 +65,7 @@ test_that("simplest ds.matrixDiag", {
 # Tear down
 #
 
-context("ds.matrixDiag::smk::shutdown")
+# context("ds.matrixDiag::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix_diag", "matrixdiag.newobj"))
@@ -72,4 +73,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixDiag::smk::done")
+# context("ds.matrixDiag::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixDimnames.R b/tests/testthat/test-smk-ds.matrixDimnames.R
index f39a04799..6ac87d2ff 100644
--- a/tests/testthat/test-smk-ds.matrixDimnames.R
+++ b/tests/testthat/test-smk-ds.matrixDimnames.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixDimnames::smk::setup")
+# context("ds.matrixDimnames::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixDimnames::smk")
+# context("ds.matrixDimnames::smk")
 test_that("simplest ds.matrixDimnames", {
     matrix <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
 
@@ -50,7 +51,7 @@ test_that("simplest ds.matrixDimnames", {
 # Tear down
 #
 
-context("ds.matrixDimnames::smk::shutdown")
+# context("ds.matrixDimnames::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj", "matrixdimnames.newobj"))
@@ -58,4 +59,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixDimnames::smk::done")
+# context("ds.matrixDimnames::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixInvert.R b/tests/testthat/test-smk-ds.matrixInvert.R
index b0ab7f41e..8cd89a415 100644
--- a/tests/testthat/test-smk-ds.matrixInvert.R
+++ b/tests/testthat/test-smk-ds.matrixInvert.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixInvert::smk::setup")
+# context("ds.matrixInvert::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixInvert::smk")
+# context("ds.matrixInvert::smk")
 test_that("simplest ds.matrixInvert", {
     matrix <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
 
@@ -47,7 +48,7 @@ test_that("simplest ds.matrixInvert", {
 # Tear down
 #
 
-context("ds.matrixInvert::smk::shutdown")
+# context("ds.matrixInvert::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj", "matrixinvert.newobj"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixInvert::smk::done")
+# context("ds.matrixInvert::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixMult.R b/tests/testthat/test-smk-ds.matrixMult.R
index 76ddb9af3..001e36efb 100644
--- a/tests/testthat/test-smk-ds.matrixMult.R
+++ b/tests/testthat/test-smk-ds.matrixMult.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixMult::smk::setup")
+# context("ds.matrixMult::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixMult::smk")
+# context("ds.matrixMult::smk")
 test_that("simplest ds.matrixMult", {
     matrix1 <- c(-2, 1, 3, 0, -1, 1, 1, 2, 0)
     matrix2 <- c(-2, 1, 3, 1, -1, 1, 1, 2, 1)
@@ -49,7 +50,7 @@ test_that("simplest ds.matrixMult", {
 # Tear down
 #
 
-context("ds.matrixMult::smk::shutdown")
+# context("ds.matrixMult::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "mat1", "mat2", "matrixmult.newobj"))
@@ -57,4 +58,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixMult::smk::done")
+# context("ds.matrixMult::smk::done")
diff --git a/tests/testthat/test-smk-ds.matrixTranspose.R b/tests/testthat/test-smk-ds.matrixTranspose.R
index 234fbb383..fa1920a78 100644
--- a/tests/testthat/test-smk-ds.matrixTranspose.R
+++ b/tests/testthat/test-smk-ds.matrixTranspose.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.matrixTranspose::smk::setup")
+# context("ds.matrixTranspose::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.matrixTranspose::smk")
+# context("ds.matrixTranspose::smk")
 test_that("simplest ds.matrixTranspose", {
     matrix <- c(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
 
@@ -47,7 +48,7 @@ test_that("simplest ds.matrixTranspose", {
 # Tear down
 #
 
-context("ds.matrixTranspose::smk::shutdown")
+# context("ds.matrixTranspose::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "matrix.newobj", "matrixtranspose.newobj"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.matrixTranspose::smk::done")
+# context("ds.matrixTranspose::smk::done")
diff --git a/tests/testthat/test-smk-ds.mean.R b/tests/testthat/test-smk-ds.mean.R
index be89553c5..5b2d7360e 100644
--- a/tests/testthat/test-smk-ds.mean.R
+++ b/tests/testthat/test-smk-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.mean::smk::setup")
+# context("ds.mean::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.mean::smk::type=combine")
+# context("ds.mean::smk::type=combine")
 test_that("mean values [combine]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -60,7 +61,7 @@ test_that("mean values [combine]", {
     expect_false("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=split")
+# context("ds.mean::smk::type=split")
 test_that("mean values [split]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -104,7 +105,7 @@ test_that("mean values [split]", {
     expect_false("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=both")
+# context("ds.mean::smk::type=both")
 test_that("mean values [both]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -153,7 +154,7 @@ test_that("mean values [both]", {
     expect_false("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=combine,save.mean.Nvalid=TRUE")
+# context("ds.mean::smk::type=combine,save.mean.Nvalid=TRUE")
 test_that("mean values [combine]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -189,7 +190,7 @@ test_that("mean values [combine]", {
     expect_true("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=split,save.mean.Nvalid=TRUE")
+# context("ds.mean::smk::type=split,save.mean.Nvalid=TRUE")
 test_that("mean values [split]", {
     ds.rm("mean.all.studies")
     ds.rm("mean.study.specific")
@@ -233,7 +234,7 @@ test_that("mean values [split]", {
     expect_true("Nvalid.study.specific" %in% ls.res$sim3$objects.found)
 })
 
-context("ds.mean::smk::type=both,save.mean.Nvalid=TRUE")
+# context("ds.mean::smk::type=both,save.mean.Nvalid=TRUE")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$LAB_TSC', type='both', save.mean.Nvalid=TRUE)
 
@@ -281,7 +282,7 @@ test_that("mean values [both]", {
 # Done
 #
 
-context("ds.mean::smk::shutdown")
+# context("ds.mean::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "mean.all.studies", "mean.study.specific", "Nvalid.all.studies", "Nvalid.study.specific"))
@@ -289,4 +290,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.mean::smk::done")
+# context("ds.mean::smk::done")
diff --git a/tests/testthat/test-smk-ds.meanByClass.R b/tests/testthat/test-smk-ds.meanByClass.R
index a9d1ef7c4..2c5aba86a 100644
--- a/tests/testthat/test-smk-ds.meanByClass.R
+++ b/tests/testthat/test-smk-ds.meanByClass.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.meanByClass::smk::setup")
+# context("ds.meanByClass::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC","LAB_HDL","PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.meanByClass::smk::LAB_TSC across PM_BMI_CATEGORICAL categories where both vectors are 'loose'")
+# context("ds.meanByClass::smk::LAB_TSC across PM_BMI_CATEGORICAL categories where both vectors are 'loose'")
 ds.assign("D$LAB_TSC", "ldl")
 ds.assign("D$PM_BMI_CATEGORICAL", "pm_bmi")
 test_that("LAB_TSC_across_", {
@@ -39,7 +40,7 @@ test_that("LAB_TSC_across_", {
     expect_equal(res[[6]], '5.89(1.15)')
 })
 
-context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL across PM_BMI_CATEGORICAL categories")
+# context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL across PM_BMI_CATEGORICAL categories")
 res <- ds.meanByClass(x='D', outvar='LAB_HDL', covar='PM_BMI_CATEGORICAL')
 test_that("LAB_HDL_across_PM_BMI_CATEGORICAL", {
 
@@ -53,7 +54,7 @@ test_that("LAB_HDL_across_PM_BMI_CATEGORICAL", {
 })
 
 
-context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL & LAB_TSC across bmi categories")
+# context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL & LAB_TSC across bmi categories")
 res <- ds.meanByClass(x='D', outvar=c('LAB_HDL','LAB_TSC'), covar=c('PM_BMI_CATEGORICAL'))
 test_that("LAB_HDL-LAB_TSC_across_PM_BMI_CATEGORICAL", {
 
@@ -77,7 +78,7 @@ test_that("LAB_HDL-LAB_TSC_across_PM_BMI_CATEGORICAL", {
 # res <- ds.meanByClass(datasources=ds.test_env$connection.opal, x='D', outvar=c('LAB_HDL','LAB_TSC'), covar=c('GENDER','PM_BMI_CATEGORICAL','DIS_DIAB'))
 
 
-context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL across PM_BMI_CATEGORICAL categories, split")
+# context("ds.meanByClass::smk::calculate the mean proportion for LAB_HDL across PM_BMI_CATEGORICAL categories, split")
 res <- ds.meanByClass(x='D', outvar='LAB_HDL', covar='PM_BMI_CATEGORICAL', type='split')
 test_that("LAB_HDL_across_PM_BMI_CATEGORICAL", {
 
@@ -110,7 +111,7 @@ test_that("LAB_HDL_across_PM_BMI_CATEGORICAL", {
 # Tear down
 #
 
-context("ds.meanByClass::smk::shutdown")
+# context("ds.meanByClass::smk::shutdown")
 
 test_that("shutdown", {
      ds_expect_variables(c("D", "D.PM_BMI_CATEGORICAL1", "D.PM_BMI_CATEGORICAL2", "D.PM_BMI_CATEGORICAL3",
@@ -119,4 +120,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.meanByClass::smk::done")
+# context("ds.meanByClass::smk::done")
diff --git a/tests/testthat/test-smk-ds.meanSdGp.R b/tests/testthat/test-smk-ds.meanSdGp.R
index 45da49e34..14561fd09 100644
--- a/tests/testthat/test-smk-ds.meanSdGp.R
+++ b/tests/testthat/test-smk-ds.meanSdGp.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.meanSdGp::smk::setup")
+# context("ds.meanSdGp::smk::setup")
 
 connect.studies.dataset.survival(list("age.60", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.meanSdGp::smk::type=split")
+# context("ds.meanSdGp::smk::type=split")
 test_that("meanSdGp values [split]", {
     stat.meanSdGp <- ds.meanSdGp(x='D$age.60', y='D$female', type='split')
 
@@ -38,7 +39,7 @@ test_that("meanSdGp values [split]", {
     expect_true("numeric" %in% class(stat.meanSdGp$Total_Ntotal))
 })
 
-context("ds.meanSdGp::smk::type=combine")
+# context("ds.meanSdGp::smk::type=combine")
 test_that("meanSdGp values [combine]", {
     stat.meanSdGp <- ds.meanSdGp(x='D$age.60', y='D$female', type='combine')
 
@@ -52,7 +53,7 @@ test_that("meanSdGp values [combine]", {
     expect_true("numeric" %in% class(stat.meanSdGp$Total_Ntotal))
 })
 
-context("ds.meanSdGp::smk::type=both")
+# context("ds.meanSdGp::smk::type=both")
 test_that("meanSdGp values [both]", {
     stat.meanSdGp <- ds.meanSdGp(x='D$age.60', y='D$female', type='both')
 
@@ -70,7 +71,7 @@ test_that("meanSdGp values [both]", {
 # Done
 #
 
-context("ds.meanSdGp::smk::shutdown")
+# context("ds.meanSdGp::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -78,4 +79,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.meanSdGp::smk::done")
+# context("ds.meanSdGp::smk::done")
diff --git a/tests/testthat/test-smk-ds.merge.R b/tests/testthat/test-smk-ds.merge.R
index 521483eb9..fb58dcf5b 100644
--- a/tests/testthat/test-smk-ds.merge.R
+++ b/tests/testthat/test-smk-ds.merge.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.merge::smk::setup")
+# context("ds.merge::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "DIS_CVA", "DIS_AMI"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.merge::smk")
+# context("ds.merge::smk")
 test_that("simple test", {
     spec_vectors_1 <- c('D$LAB_TSC', 'D$LAB_HDL')
     spec_vectors_2 <- c('D$LAB_TSC', 'D$DIS_AMI')
@@ -49,7 +50,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.merge::smk::shutdown")
+# context("ds.merge::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "test_1_df", "test_2_df", "merge_newobj"))
@@ -57,4 +58,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.merge::smk::done")
+# context("ds.merge::smk::done")
diff --git a/tests/testthat/test-smk-ds.message.R b/tests/testthat/test-smk-ds.message.R
index ec9675870..bc3572633 100644
--- a/tests/testthat/test-smk-ds.message.R
+++ b/tests/testthat/test-smk-ds.message.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.message::smk::setup")
+# context("ds.message::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -25,7 +26,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.message::smk")
+# context("ds.message::smk")
 test_that("not exists - request message", {
     message.res <- ds.message('Test')
 
@@ -94,7 +95,7 @@ test_that("partial - request message - conn 3", {
 #
 # Done
 #
-context("ds.message::smk::shutdown")
+# context("ds.message::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "Test"))
@@ -102,4 +103,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.message::smk::done")
+# context("ds.message::smk::done")
diff --git a/tests/testthat/test-smk-ds.metadata.R b/tests/testthat/test-smk-ds.metadata.R
index a3f5329af..5acbb2ad6 100644
--- a/tests/testthat/test-smk-ds.metadata.R
+++ b/tests/testthat/test-smk-ds.metadata.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.metadata::smk::setup")
+# context("ds.metadata::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.metadata::smk")
+# context("ds.metadata::smk")
 test_that("data.frame metadata", {
     res <- ds.metadata(x='D')
 
@@ -113,7 +114,7 @@ test_that("column metadata", {
 # Tear down
 #
 
-context("ds.metadata::smk::shutdown")
+# context("ds.metadata::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -121,4 +122,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.metadata::smk::done")
+# context("ds.metadata::smk::done")
diff --git a/tests/testthat/test-smk-ds.mice.R b/tests/testthat/test-smk-ds.mice.R
index 802cf8663..71c0464a4 100644
--- a/tests/testthat/test-smk-ds.mice.R
+++ b/tests/testthat/test-smk-ds.mice.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.mice::smk::setup")
+# context("ds.mice::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC","LAB_TRIG","LAB_HDL","LAB_GLUC_ADJUSTED",
                                    "PM_BMI_CONTINUOUS","DIS_CVA","MEDI_LPD","DIS_DIAB",
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.mice::smk::imp1")
+# context("ds.mice::smk::imp1")
 test_that("mice, initial imputation", {
     initialImp <- ds.mice(data="D", m=1, method=NULL, predictorMatrix=NULL, post=NULL, seed="NA",
                           newobj_df='impSet')
@@ -60,7 +61,7 @@ test_that("mice, initial imputation", {
 
 })
 
-context("ds.mice::smk::imp2")
+# context("ds.mice::smk::imp2")
 test_that("mice, second imputation", {
   
   initialImp <- ds.mice(data="D", m=1, method=NULL, predictorMatrix=NULL, post=NULL, seed="NA",
@@ -126,7 +127,7 @@ test_that("mice, second imputation", {
 # Done
 #
 
-context("ds.mice::smk::shutdown")
+# context("ds.mice::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "impSet.1", "imp_new.1","imp_new.2","imp_new.3","imp_new.4","imp_new.5",
@@ -135,4 +136,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.mice::smk::done")
+# context("ds.mice::smk::done")
diff --git a/tests/testthat/test-smk-ds.names.R b/tests/testthat/test-smk-ds.names.R
index 97f3fef9e..e73b7b57c 100644
--- a/tests/testthat/test-smk-ds.names.R
+++ b/tests/testthat/test-smk-ds.names.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.names::smk::setup")
+# context("ds.names::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "DIS_DIAB", "PM_BMI_CONTINUOUS", "LAB_HDL", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.names::smk")
+# context("ds.names::smk")
 test_that("level_names", {
   myobjects <- c('D$LAB_TSC', 'D$LAB_HDL')
   res_list <- ds.list(x=myobjects, newobj='my_newobj')
@@ -47,7 +48,7 @@ test_that("level_names", {
 # Tear down
 #
 
-context("ds.names::smk::shutdown")
+# context("ds.names::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "my_newobj"))
@@ -55,4 +56,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.names::smk::done")
+# context("ds.names::smk::done")
diff --git a/tests/testthat/test-smk-ds.ns.R b/tests/testthat/test-smk-ds.ns.R
index a1f66c791..d925aa1e9 100644
--- a/tests/testthat/test-smk-ds.ns.R
+++ b/tests/testthat/test-smk-ds.ns.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ns::smk::setup")
+# context("ds.ns::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ns::smk::test1")
+# context("ds.ns::smk::test1")
 test_that("ns", {
    
     ds.ns(x="D$PM_BMI_CONTINUOUS", knots=c(15,25,35), newobj="nsDS", datasources=ds.test_env$connections)
@@ -85,7 +86,7 @@ test_that("ns", {
 # Done
 #
 
-context("ds.ns::smk::shutdown")
+# context("ds.ns::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TRIG", "nsDS"))
@@ -93,4 +94,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ns::smk::done")
+# context("ds.ns::smk::done")
diff --git a/tests/testthat/test-smk-ds.numNA.R b/tests/testthat/test-smk-ds.numNA.R
index ed332d7a5..0c71e93f9 100644
--- a/tests/testthat/test-smk-ds.numNA.R
+++ b/tests/testthat/test-smk-ds.numNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.numNA::smk::setup")
+# context("ds.numNA::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_HDL", "LAB_TRIG", "DIS_CVA"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.numNA::smk")
+# context("ds.numNA::smk")
 test_that("simple numNA", {
     res1 <- ds.numNA(x='D$LAB_HDL')
 
@@ -52,7 +53,7 @@ test_that("simple numNA", {
 # Done
 #
 
-context("ds.numNA::smk::shutdown")
+# context("ds.numNA::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -60,4 +61,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.numNA::smk::done")
+# context("ds.numNA::smk::done")
diff --git a/tests/testthat/test-smk-ds.qlspline.R b/tests/testthat/test-smk-ds.qlspline.R
index 2c55b0d50..e8b89701e 100644
--- a/tests/testthat/test-smk-ds.qlspline.R
+++ b/tests/testthat/test-smk-ds.qlspline.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.qlspline::smk::setup")
+# context("ds.qlspline::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "PM_BMI_CONTINUOUS"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.qlspline::smk::test1")
+# context("ds.qlspline::smk::test1")
 test_that("qlspline", {
    
     ds.qlspline(x="D$PM_BMI_CONTINUOUS", q=4, na.rm=TRUE, newobj="qlsplineDS", datasources=ds.test_env$connections)
@@ -76,7 +77,7 @@ test_that("qlspline", {
 })
 
 
-context("ds.qlspline::smk::test2")
+# context("ds.qlspline::smk::test2")
 test_that("qlspline", {
     
     ds.qlspline(x="D$PM_BMI_CONTINUOUS", q=c(0.3,0.6), na.rm=TRUE, newobj="qlsplineDS2", datasources=ds.test_env$connections)
@@ -130,7 +131,7 @@ test_that("qlspline", {
 # Done
 #
 
-context("ds.qlspline::smk::shutdown")
+# context("ds.qlspline::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "LAB_TRIG", "qlsplineDS", "qlsplineDS2"))
@@ -138,4 +139,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.qlspline::smk::done")
+# context("ds.qlspline::smk::done")
diff --git a/tests/testthat/test-smk-ds.quantileMean.R b/tests/testthat/test-smk-ds.quantileMean.R
index 59c5479db..1438fb772 100644
--- a/tests/testthat/test-smk-ds.quantileMean.R
+++ b/tests/testthat/test-smk-ds.quantileMean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.quantileMean::smk::setup")
+# context("ds.quantileMean::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_HDL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.quantileMean::smk::standard")
+# context("ds.quantileMean::smk::standard")
 test_that("quantileMean", {
     res <- ds.quantileMean(x='D$LAB_HDL')
 
@@ -39,7 +40,7 @@ test_that("quantileMean", {
     expect_equal(res[[8]], 1.5676188, tolerance = .000001)
 })
 
-context("ds.quantileMean::smk::split")
+# context("ds.quantileMean::smk::split")
 test_that("quantileMean_split", {
     ds.assign("D$LAB_HDL", "hdl")
     res <- ds.quantileMean(x='hdl', type='split')
@@ -78,7 +79,7 @@ test_that("quantileMean_split", {
 # Tear down
 #
 
-context("ds.quantileMean::smk::shutdown")
+# context("ds.quantileMean::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "hdl"))
@@ -86,4 +87,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.quantileMean::smk::done")
+# context("ds.quantileMean::smk::done")
diff --git a/tests/testthat/test-smk-ds.rBinom.R b/tests/testthat/test-smk-ds.rBinom.R
index 000f41833..657466933 100644
--- a/tests/testthat/test-smk-ds.rBinom.R
+++ b/tests/testthat/test-smk-ds.rBinom.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rBinom::smk::setup")
+# context("ds.rBinom::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rBinom::smk::simple test")
+# context("ds.rBinom::smk::simple test")
 test_that("simple test", {
     res <- ds.rBinom(samp.size = 50, size = 50, prob = 0.25, newobj = "binom_dist", seed.as.integer = 27)
 
@@ -45,7 +46,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rBinom::smk::shutdown")
+# context("ds.rBinom::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "binom_dist"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rBinom::smk::done")
+# context("ds.rBinom::smk::done")
diff --git a/tests/testthat/test-smk-ds.rNorm.R b/tests/testthat/test-smk-ds.rNorm.R
index 9996db9a8..cc63c1c04 100644
--- a/tests/testthat/test-smk-ds.rNorm.R
+++ b/tests/testthat/test-smk-ds.rNorm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rNorm::smk::setup")
+# context("ds.rNorm::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rNorm::smk::simple test")
+# context("ds.rNorm::smk::simple test")
 test_that("simple test", {
     res <- ds.rNorm(samp.size = 50, mean = 10, sd = 5, newobj = "norm_dist", seed.as.integer = 27, force.output.to.k.decimal.places = 4)
 
@@ -45,7 +46,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rNorm::smk::shutdown")
+# context("ds.rNorm::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "norm_dist"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rNorm::smk::done")
+# context("ds.rNorm::smk::done")
diff --git a/tests/testthat/test-smk-ds.rPois.R b/tests/testthat/test-smk-ds.rPois.R
index 38ebe55c2..68e74802c 100644
--- a/tests/testthat/test-smk-ds.rPois.R
+++ b/tests/testthat/test-smk-ds.rPois.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rPois::smk::setup")
+# context("ds.rPois::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rPois::smk::simple test")
+# context("ds.rPois::smk::simple test")
 test_that("simple test", {
     res <- ds.rPois(samp.size = 50, lambda = 1, newobj = "pois_dist", seed.as.integer = 27)
 
@@ -45,7 +46,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rPois::smk::shutdown")
+# context("ds.rPois::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "pois_dist"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rPois::smk::done")
+# context("ds.rPois::smk::done")
diff --git a/tests/testthat/test-smk-ds.rUnif.R b/tests/testthat/test-smk-ds.rUnif.R
index 3682a0c30..f8fa681bd 100644
--- a/tests/testthat/test-smk-ds.rUnif.R
+++ b/tests/testthat/test-smk-ds.rUnif.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rUnif::smk::setup")
+# context("ds.rUnif::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rUnif::smk::simple test")
+# context("ds.rUnif::smk::simple test")
 test_that("simple test", {
     res <- ds.rUnif(samp.size = 50, min = 0, max = 1, newobj = "unif_dist", seed.as.integer = 27, force.output.to.k.decimal.places = 4)
 
@@ -45,7 +46,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rUnif::smk::shutdown")
+# context("ds.rUnif::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "unif_dist"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rUnif::smk::done")
+# context("ds.rUnif::smk::done")
diff --git a/tests/testthat/test-smk-ds.ranksSecure.R b/tests/testthat/test-smk-ds.ranksSecure.R
index 890ac2633..43720c1f9 100644
--- a/tests/testthat/test-smk-ds.ranksSecure.R
+++ b/tests/testthat/test-smk-ds.ranksSecure.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ranksSecure::smk::setup")
+# context("ds.ranksSecure::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ranksSecure::smk::continous, without NAs, all positive")
+# context("ds.ranksSecure::smk::continous, without NAs, all positive")
 test_that("continous, without NAs, all positive", {
     res.cc <- ds.completeCases("D$LAB_TSC", newobj="CC_LAB_TSC")
     expect_equal(res.cc$validity.check, "<CC_LAB_TSC> appears valid in all sources")
@@ -51,7 +52,7 @@ test_that("continous, without NAs, all positive", {
     expect_true(all(class(res$final.quantile.vector) %in% c('numeric')))
 })
 
-context("ds.ranksSecure::smk::continous, without NAs, with negative")
+# context("ds.ranksSecure::smk::continous, without NAs, with negative")
 test_that("continous, without NAs, with negative", {
     res.cc <- ds.completeCases("D$LAB_TRIG", newobj="CC_LAB_TRIG")
     expect_equal(res.cc$validity.check, "<CC_LAB_TRIG> appears valid in all sources")
@@ -78,7 +79,7 @@ test_that("continous, without NAs, with negative", {
     expect_true(all(class(res$final.quantile.vector) %in% c('numeric')))
 })
 
-context("ds.ranksSecure::smk::continous, with NAs, all positive")
+# context("ds.ranksSecure::smk::continous, with NAs, all positive")
 test_that("continous, with NAs, all positive", {
     res <- ds.ranksSecure("D$LAB_TSC")
 
@@ -96,7 +97,7 @@ test_that("continous, with NAs, all positive", {
     expect_true(all(class(res$final.quantile.vector) %in% c('numeric')))
 })
 
-context("ds.ranksSecure::smk::continous, with NAs, with negative")
+# context("ds.ranksSecure::smk::continous, with NAs, with negative")
 test_that("continous, with NAs, with negative", {
     res <- ds.ranksSecure("D$LAB_TRIG")
 
@@ -119,7 +120,7 @@ test_that("continous, with NAs, with negative", {
 # Done
 #
 
-context("ds.ranksSecure::smk::shutdown")
+# context("ds.ranksSecure::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "CC_LAB_TSC", "CC_LAB_TRIG", "final.quantile.df", "summary.ranks.df", "testvar.ranks"))
@@ -127,4 +128,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ranksSecure::smk::done")
+# context("ds.ranksSecure::smk::done")
diff --git a/tests/testthat/test-smk-ds.rbind.R b/tests/testthat/test-smk-ds.rbind.R
index 20cc910c7..af01b50e7 100644
--- a/tests/testthat/test-smk-ds.rbind.R
+++ b/tests/testthat/test-smk-ds.rbind.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rbind::smk::setup")
+# context("ds.rbind::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rbind::smk")
+# context("ds.rbind::smk")
 test_that("simple test", {
     res <- ds.rbind(c("D$survtime", "D$time.id", "D$female", "D$age.60"), newobj="rbind_newobj")
 
@@ -42,7 +43,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rbind::smk::shutdown")
+# context("ds.rbind::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "rbind_newobj"))
@@ -50,4 +51,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rbind::smk::done")
+# context("ds.rbind::smk::done")
diff --git a/tests/testthat/test-smk-ds.reShape.R b/tests/testthat/test-smk-ds.reShape.R
index 5b96a861c..2836d20be 100644
--- a/tests/testthat/test-smk-ds.reShape.R
+++ b/tests/testthat/test-smk-ds.reShape.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.reShape::smk::setup")
+# context("ds.reShape::smk::setup")
 
 connect.studies.dataset.survival(list("id", "study.id", "time.id", "cens", "age.60", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.reShape::smk")
+# context("ds.reShape::smk")
 test_that("simplest ds.reShape, wide", {
     res <- ds.reShape(data.name="D", v.names="age.60", timevar.name="time.id", idvar.name="id", direction="wide", newobj="reshape1_obj")
 
@@ -45,7 +46,7 @@ test_that("simplest ds.reShape, wide", {
 # Done
 #
 
-context("ds.reShape::smk::shutdown")
+# context("ds.reShape::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "reshape1_obj"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.reShape::smk::done")
+# context("ds.reShape::smk::done")
diff --git a/tests/testthat/test-smk-ds.recodeLevels.R b/tests/testthat/test-smk-ds.recodeLevels.R
index cdc3d7879..3b813074f 100644
--- a/tests/testthat/test-smk-ds.recodeLevels.R
+++ b/tests/testthat/test-smk-ds.recodeLevels.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeLevels::smk::setup")
+# context("ds.recodeLevels::smk::setup")
 
 connect.studies.dataset.cnsim(list("PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeLevels::smk")
+# context("ds.recodeLevels::smk")
 test_that("new levels", {
     expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL', newCategories=c('normal', 'overweight', 'obesity'), newobj='bmi_new'), "'ds.recodeLevels' is deprecated.\nUse 'ds.recodeValues' instead.", fixed = TRUE)
     levels <- ds.levels(x='bmi_new')
@@ -39,7 +40,7 @@ test_that("new levels", {
     expect_equal(levels$sim3$Levels, expected)
 })
 
-context("ds.recodeLevels::smk::no connections or newobj")
+# context("ds.recodeLevels::smk::no connections or newobj")
 test_that("new levels auto", {
     expect_warning(ds.recodeLevels(x='D$PM_BMI_CATEGORICAL', newCategories=c('normal', 'overweight', 'obesity')), "'ds.recodeLevels' is deprecated.\nUse 'ds.recodeValues' instead.", fixed = TRUE)
     levels <- ds.levels(x='PM_BMI_CATEGORICAL_new')
@@ -58,7 +59,7 @@ test_that("new levels auto", {
 # Tear down
 #
 
-context("ds.recodeLevels::smk::shutdown")
+# context("ds.recodeLevels::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "bmi_new", "PM_BMI_CATEGORICAL_new"))
@@ -66,4 +67,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.recodeLevels::smk::done")
+# context("ds.recodeLevels::smk::done")
diff --git a/tests/testthat/test-smk-ds.recodeValues.R b/tests/testthat/test-smk-ds.recodeValues.R
index 187ec63d5..a20d4db47 100644
--- a/tests/testthat/test-smk-ds.recodeValues.R
+++ b/tests/testthat/test-smk-ds.recodeValues.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeValues::smk::setup")
+# context("ds.recodeValues::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female", "age.60"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeValues::smk")
+# context("ds.recodeValues::smk")
 test_that("simple test", {
     res <- ds.recodeValues("D$survtime", values2replace.vector=c(0,1), new.values.vector=c(-10,10), newobj="recodevalues_newobj")
 
@@ -43,7 +44,7 @@ test_that("simple test", {
 #
 # Done
 #
-context("ds.recodeValues::smk::shutdown")
+# context("ds.recodeValues::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "recodevalues_newobj"))
@@ -51,4 +52,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.recodeValues::smk::done")
+# context("ds.recodeValues::smk::done")
diff --git a/tests/testthat/test-smk-ds.rep-complex.R b/tests/testthat/test-smk-ds.rep-complex.R
index 1a42fdbc3..7d86a8266 100644
--- a/tests/testthat/test-smk-ds.rep-complex.R
+++ b/tests/testthat/test-smk-ds.rep-complex.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::smk::complex setup")
+# context("ds.rep::smk::complex setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rep::smk::complex")
+# context("ds.rep::smk::complex")
 test_that("complex test", {
 
     res1 <- ds.rep(x1 = 4, times = 6, length.out = NA, each = 1, source.x1 = "clientside", source.times = "c", source.length.out = NULL, source.each = "c", x1.includes.characters = FALSE, newobj = "rep1.seq")
@@ -44,7 +45,7 @@ test_that("complex test", {
 # Done
 #
 
-context("ds.rep::smk::complex shutdown")
+# context("ds.rep::smk::complex shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "rep1.seq", "rep2.seq"))
@@ -52,4 +53,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rep::smk::complex done")
+# context("ds.rep::smk::complex done")
diff --git a/tests/testthat/test-smk-ds.rep.R b/tests/testthat/test-smk-ds.rep.R
index c65cba69c..e3819cc76 100644
--- a/tests/testthat/test-smk-ds.rep.R
+++ b/tests/testthat/test-smk-ds.rep.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rep::smk::setup")
+# context("ds.rep::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rep::smk")
+# context("ds.rep::smk")
 test_that("simple test", {
     res <- ds.rep("D$survtime")
 
@@ -37,7 +38,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.rep::smk::shutdown")
+# context("ds.rep::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "seq.vect"))
@@ -45,4 +46,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rep::smk::done")
+# context("ds.rep::smk::done")
diff --git a/tests/testthat/test-smk-ds.replaceNA.R b/tests/testthat/test-smk-ds.replaceNA.R
index 9aad07feb..04bdfdf45 100644
--- a/tests/testthat/test-smk-ds.replaceNA.R
+++ b/tests/testthat/test-smk-ds.replaceNA.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.replaceNA::smk::setup")
+# context("ds.replaceNA::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_HDL", "LAB_TRIG", "DIS_CVA"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.replaceNA::smk")
+# context("ds.replaceNA::smk")
 test_that("simple replaceNA", {
     res1 <- ds.replaceNA(x='D$LAB_HDL', forNA=c(1.0, 2.0, 3.0), newobj="newobj1")
     expect_length(res1, 0)
@@ -40,7 +41,7 @@ test_that("simple replaceNA", {
 # Done
 #
 
-context("ds.replaceNA::smk::shutdown")
+# context("ds.replaceNA::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "newobj1", "newobj2", "newobj3"))
@@ -48,4 +49,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.replaceNA::smk::done")
+# context("ds.replaceNA::smk::done")
diff --git a/tests/testthat/test-smk-ds.rm.R b/tests/testthat/test-smk-ds.rm.R
index 75be387a5..f13b1dcfd 100644
--- a/tests/testthat/test-smk-ds.rm.R
+++ b/tests/testthat/test-smk-ds.rm.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rm::smk::setup")
+# context("ds.rm::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rm::smk")
+# context("ds.rm::smk")
 test_that("simple test", {
     res1 <- ds.rm("nonexistant_object")
 
@@ -67,7 +68,7 @@ test_that("simple test", {
     expect_equal(res2$survival1$problem.objects, "")
 })
 
-context("ds.rm::smk")
+# context("ds.rm::smk")
 test_that("multiple test", {
     res1 <- ds.rm("nonexistant_object1,nonexistant_object2")
 
@@ -136,7 +137,7 @@ test_that("multiple test", {
 # Done
 #
 
-context("ds.rm::smk::shutdown")
+# context("ds.rm::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -144,4 +145,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.rm::smk::done")
+# context("ds.rm::smk::done")
diff --git a/tests/testthat/test-smk-ds.rowColCalc.R b/tests/testthat/test-smk-ds.rowColCalc.R
index 002d763db..792bfb5e4 100644
--- a/tests/testthat/test-smk-ds.rowColCalc.R
+++ b/tests/testthat/test-smk-ds.rowColCalc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.rowColCalc::smk::setup")
+# context("ds.rowColCalc::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.rowColCalc::smk")
+# context("ds.rowColCalc::smk")
 ds.rowColCalc(x='D', operation="rowSums", newobj="rsum_hdl_tsc")
 res <- ds.exists('rsum_hdl_tsc')
 test_that("rowColCalc_exists", {
@@ -34,7 +35,7 @@ test_that("rowColCalc_exists", {
     expect_true(res$sim3)
 })
 
-context("ds.rowColCalc::smk::no newobj")
+# context("ds.rowColCalc::smk::no newobj")
 ds.rowColCalc(x='D', operation="rowSums")
 res <- ds.exists('rowcolcalc.newobj')
 test_that("rowColCalc_out_exists", {
@@ -48,7 +49,7 @@ test_that("rowColCalc_out_exists", {
 #
 # Tear down
 #
-context("ds.rowColCalc::smk::shutdown")
+# context("ds.rowColCalc::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "rsum_hdl_tsc", "rowcolcalc.newobj"))
@@ -56,4 +57,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.rowColCalc::smk::done")
+# context("ds.rowColCalc::smk::done")
diff --git a/tests/testthat/test-smk-ds.sample.R b/tests/testthat/test-smk-ds.sample.R
index 8a251e3bb..797caefaa 100644
--- a/tests/testthat/test-smk-ds.sample.R
+++ b/tests/testthat/test-smk-ds.sample.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.sample::smk::setup")
+# context("ds.sample::smk::setup")
 
 connect.studies.dataset.survival(list("survtime", "time.id", "female"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.sample::smk::test")
+# context("ds.sample::smk::test")
 test_that("simple test", {
     res1 <- ds.sample(x="D", size=30)
 
@@ -115,7 +116,7 @@ test_that("simple test", {
     expect_equal(res2_survtime_length$`total length of test.obj$in.sample in all studies combined`, 126)
 })
 
-context("ds.sample::smk::test error")
+# context("ds.sample::smk::test error")
 test_that("simple test, error", {
     expect_error(ds.sample(x="D$survtime", size="30", newobj="no.obj"), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -131,7 +132,7 @@ test_that("simple test, error", {
 # Done
 #
 
-context("ds.sample::smk::shutdown")
+# context("ds.sample::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "newobj.sample", "test.obj"))
@@ -139,4 +140,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.sample::smk::done")
+# context("ds.sample::smk::done")
diff --git a/tests/testthat/test-smk-ds.seq.R b/tests/testthat/test-smk-ds.seq.R
index f44c7e46e..7da50458a 100644
--- a/tests/testthat/test-smk-ds.seq.R
+++ b/tests/testthat/test-smk-ds.seq.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.seq::smk::setup")
+# context("ds.seq::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.seq::smk")
+# context("ds.seq::smk")
 test_that("simplest ds.seq", {
     seq.res <- ds.seq(FROM.value.char="1", BY.value.char="1", LENGTH.OUT.value.char="10", ALONG.WITH.name=NULL, newobj="obj1")
 
@@ -45,7 +46,7 @@ test_that("simplest ds.seq", {
 # Tear down
 #
 
-context("ds.seq::smk::shutdown")
+# context("ds.seq::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "obj1", "obj2"))
@@ -53,4 +54,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.seq::smk::done")
+# context("ds.seq::smk::done")
diff --git a/tests/testthat/test-smk-ds.setSeed.R b/tests/testthat/test-smk-ds.setSeed.R
index eadf7fe18..fadeaae9f 100644
--- a/tests/testthat/test-smk-ds.setSeed.R
+++ b/tests/testthat/test-smk-ds.setSeed.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.setSeed::smk::setup")
+# context("ds.setSeed::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.setSeed::smk")
+# context("ds.setSeed::smk")
 test_that("basic setSeed", {
     res.setSeed <- ds.setSeed(1234)
 
@@ -43,7 +44,7 @@ test_that("basic setSeed", {
 # Done
 #
 
-context("ds.setSeed::smk::shutdown")
+# context("ds.setSeed::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -51,4 +52,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.setSeed::smk::done")
+# context("ds.setSeed::smk::done")
diff --git a/tests/testthat/test-smk-ds.skewness.R b/tests/testthat/test-smk-ds.skewness.R
index e607b9a93..d6f7eaec4 100644
--- a/tests/testthat/test-smk-ds.skewness.R
+++ b/tests/testthat/test-smk-ds.skewness.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("ds.skewness::smk::setup")
+# context("ds.skewness::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_ADJUSTED", "PM_BMI_CONTINUOUS"))
 
@@ -27,7 +27,7 @@ test_that("setup", {
 
 # Method 1
 
-context("ds.skewness::smk::method 1::split")
+# context("ds.skewness::smk::method 1::split")
 test_that("simple skewness, method 1, split, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 1, type='split')
 
@@ -128,7 +128,7 @@ test_that("simple skewness, method 1, split, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 1::combine")
+# context("ds.skewness::smk::method 1::combine")
 test_that("simple skewness, combine, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 1, type='combine')
 
@@ -199,7 +199,7 @@ test_that("simple skewness, method 1, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 1::both")
+# context("ds.skewness::smk::method 1::both")
 test_that("simple skewness, both, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 1, type='both')
 
@@ -342,7 +342,7 @@ test_that("simple skewness, method 1, both, on PM_BMI_CONTINUOUS", {
 
 # Method 2
 
-context("ds.skewness::smk::method 2::split")
+# context("ds.skewness::smk::method 2::split")
 test_that("simple skewness, method 2, split, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 2, type='split')
 
@@ -443,7 +443,7 @@ test_that("simple skewness, method 2, split, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 2::combine")
+# context("ds.skewness::smk::method 2::combine")
 test_that("simple skewness, combine, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 2, type='combine')
 
@@ -514,7 +514,7 @@ test_that("simple skewness, method 2, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 2::both")
+# context("ds.skewness::smk::method 2::both")
 test_that("simple skewness, both, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 2, type='both')
 
@@ -657,7 +657,7 @@ test_that("simple skewness, method 2, both, on PM_BMI_CONTINUOUS", {
 
 # Method 3
 
-context("ds.skewness::smk::method 3::split")
+# context("ds.skewness::smk::method 3::split")
 test_that("simple skewness, method 3, split, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 3, type='split')
 
@@ -758,7 +758,7 @@ test_that("simple skewness, method 3, split, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 3::combine")
+# context("ds.skewness::smk::method 3::combine")
 test_that("simple skewness, combine, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 3, type='combine')
 
@@ -829,7 +829,7 @@ test_that("simple skewness, method 3, combine, on PM_BMI_CONTINUOUS", {
     expect_equal(skewness.res$ValidityMessage[1], "VALID ANALYSIS")
 })
 
-context("ds.skewness::smk::method 3::both")
+# context("ds.skewness::smk::method 3::both")
 test_that("simple skewness, both, on LAB_TSC", {
     skewness.res <- ds.skewness(x = 'D$LAB_TSC', method = 3, type='both')
 
@@ -974,7 +974,7 @@ test_that("simple skewness, method 3, both, on PM_BMI_CONTINUOUS", {
 # Done
 #
 
-context("ds.skewness::smk::shutdown")
+# context("ds.skewness::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -982,4 +982,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.skewness::smk::done")
+# context("ds.skewness::smk::done")
diff --git a/tests/testthat/test-smk-ds.sqrt.R b/tests/testthat/test-smk-ds.sqrt.R
index 9c106c736..ccb50c0ca 100644
--- a/tests/testthat/test-smk-ds.sqrt.R
+++ b/tests/testthat/test-smk-ds.sqrt.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.sqrt::smk::setup")
+# context("ds.sqrt::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.sqrt::smk")
+# context("ds.sqrt::smk")
 test_that("simple c", {
     res <- ds.sqrt("D$LAB_TSC", newobj = "sqrt.newobj")
 
@@ -50,7 +51,7 @@ test_that("simple c", {
 # Done
 #
 
-context("ds.sqrt::smk::shutdown")
+# context("ds.sqrt::smk::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "sqrt.newobj"))
@@ -58,4 +59,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.sqrt::smk::done")
+# context("ds.sqrt::smk::done")
diff --git a/tests/testthat/test-smk-ds.subset.R b/tests/testthat/test-smk-ds.subset.R
new file mode 100644
index 000000000..88fecdd2d
--- /dev/null
+++ b/tests/testthat/test-smk-ds.subset.R
@@ -0,0 +1,92 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#  
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#  
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
+#
+# Set up
+#
+
+# context("ds.subset::smk::setup")
+
+connect.studies.dataset.cnsim(list("DIS_DIAB","PM_BMI_CONTINUOUS","LAB_HDL", "GENDER"))
+
+test_that("setup", {
+    ds_expect_variables(c("D"))
+})
+
+#
+# Tests
+#
+
+# context("ds.subset::smk::generate a subset of the assigned table (by default the table is named 'D') with the first 50 observations and the two first columns")
+ds.subset(datasources=ds.test_env$connections, subset='subD', x='D', rows=c(1:50), cols=c(1,2))
+res <- ds.exists('subD')
+test_that("subD_exists", {
+    expect_length(res, 3)
+    expect_true(res$sim1)
+    expect_true(res$sim2)
+    expect_true(res$sim3)
+})
+
+# context("ds.subset::smk::generate a subset of the assigned table (by default the table is named 'D') with the first 50 observations and the two first columns referred to by their names")
+ds.subset(subset='subD2', x='D', rows=c(1:50), cols = c('DIS_DIAB','PM_BMI_CONTINUOUS'))
+res <- ds.exists('subD2')
+test_that("subD2_exists", {
+    expect_length(res, 3)
+    expect_true(res$sim1)
+    expect_true(res$sim2)
+    expect_true(res$sim3)
+})
+
+# context("ds.subset::smk::generate a subset of the table D with bmi values greater than or equal to 25.")
+ds.subset(datasources=ds.test_env$connections, subset='subD3', x='D', logical='PM_BMI_CONTINUOUS>=', threshold=25)
+res <- ds.exists('subD3')
+test_that("subD3_exists", {
+    expect_length(res, 3)
+    expect_true(res$sim1)
+    expect_true(res$sim2)
+    expect_true(res$sim3)
+})
+
+# context("ds.subset::smk::get the logarithmic values of the variable 'lab_hdl' and generate a subset with the first 50 observations of that new vector.")
+# ds.assign(toAssign='log(D$LAB_HDL)', newobj='logHDL')
+# ds.subset(datasources=ds.test_env$connections, subset="subLAB_HDL", x="logHDL", rows=c(1:50))
+# res <- ds.exists('subLAB_HDL')
+# test_that("subLAB_HDL_exists", {
+#     expect_length(res, 3)
+#     expect_true(res$sim1)
+#     expect_true(res$sim2)
+#     expect_true(res$sim3)
+# })
+
+# context("ds.subset::smk::get the variable 'PM_BMI_CONTINUOUS' from the dataframe 'D' and generate a subset bmi vector with bmi values greater than or equal to 25")
+# ds.assign(toAssign='D$PM_BMI_CONTINUOUS', newobj='BMI')
+# ds.subset(datasources=ds.test_env$connections, subset='subBMI', x='BMI', logical='>=', threshold=25)
+# res <- ds.exists('subBMI')
+# test_that("subBMI_exists", {
+#     expect_length(res, 3)
+#     expect_true(res$sim1)
+#     expect_true(res$sim2)
+#     expect_true(res$sim3)
+# })
+
+#
+# Tear down
+#
+
+# context("ds.subset::smk::shutdown")
+
+test_that("shutdown", {
+    ds_expect_variables(c("D", "subD", "subD2", "subD3"))
+})
+
+disconnect.studies.dataset.cnsim()
+
+# context("ds.subset::smk::done")
diff --git a/tests/testthat/test-smk-ds.subsetByClass.R b/tests/testthat/test-smk-ds.subsetByClass.R
new file mode 100644
index 000000000..71420fcbe
--- /dev/null
+++ b/tests/testthat/test-smk-ds.subsetByClass.R
@@ -0,0 +1,79 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#  
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#  
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
+#
+# Set up
+#
+
+# context("ds.subsetByClass::smk::setup")
+
+connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
+
+test_that("setup", {
+    ds_expect_variables(c("D"))
+})
+
+#
+# Tests
+#
+
+# context("ds.subsetByClass::smk")
+test_that("gender implicit", {
+    res <- ds.subsetByClass(x='D', subsets='subclasses1')
+
+    expect_true(is.null(res))
+
+    check <- ds.names('subclasses1')
+
+    expect_length(check, 3)
+    expect_length(check$sim1, 2)
+    expect_equal(check$sim1[1], 'GENDER.level_0')
+    expect_equal(check$sim1[2], 'GENDER.level_1')
+    expect_length(check$sim2, 2)
+    expect_equal(check$sim2[1], 'GENDER.level_0')
+    expect_equal(check$sim2[2], 'GENDER.level_1')
+    expect_length(check$sim3, 2)
+    expect_equal(check$sim3[1], 'GENDER.level_0')
+    expect_equal(check$sim3[2], 'GENDER.level_1')
+})
+
+test_that("gender explicit", {
+    res <- ds.subsetByClass(x='D', subsets='subclasses2', variables='GENDER')
+
+    expect_true(is.null(res))
+
+    check <- ds.names('subclasses2')
+
+    expect_length(check, 3)
+    expect_length(check$sim1, 2)
+    expect_equal(check$sim1[1], 'GENDER.level_0')
+    expect_equal(check$sim1[2], 'GENDER.level_1')
+    expect_length(check$sim2, 2)
+    expect_equal(check$sim2[1], 'GENDER.level_0')
+    expect_equal(check$sim2[2], 'GENDER.level_1')
+    expect_length(check$sim3, 2)
+    expect_equal(check$sim3[1], 'GENDER.level_0')
+    expect_equal(check$sim3[2], 'GENDER.level_1')
+})
+
+#
+# Tear down
+#
+
+# context("ds.subsetByClass::smk::shutdown")
+
+test_that("shutdown", {
+    ds_expect_variables(c("D", "subclasses1", "subclasses2"))
+})
+
+disconnect.studies.dataset.cnsim()
+
+# context("ds.subsetByClass::smk::done")
diff --git a/tests/testthat/test-smk-ds.summary.R b/tests/testthat/test-smk-ds.summary.R
index fd39b021c..750c0392d 100644
--- a/tests/testthat/test-smk-ds.summary.R
+++ b/tests/testthat/test-smk-ds.summary.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.summary::smk::setup")
+# context("ds.summary::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_TRIG', 'LAB_HDL', 'LAB_GLUC_ADJUSTED', 'PM_BMI_CONTINUOUS', 'DIS_CVA', 'MEDI_LPD', 'DIS_DIAB', 'DIS_AMI', 'GENDER', 'PM_BMI_CATEGORICAL'))
 
@@ -23,7 +24,7 @@ test_that("setup", {
 #
 # Tests
 #
-context("ds.summary::smk::summary of a dataframe variable")
+# context("ds.summary::smk::summary of a dataframe variable")
 test_that("summary_dataframe_variable", {
   res <- ds.summary(x='D')
 
@@ -42,7 +43,7 @@ test_that("summary_dataframe_variable", {
   expect_length(res$sim3$`variables held`, 11)
 })
 
-context("ds.summary::smk::summary of a numerical variable")
+# context("ds.summary::smk::summary of a numerical variable")
 test_that("summary_numerical_variable", {
   res <- ds.summary(x='D$LAB_TSC')
 
@@ -51,7 +52,7 @@ test_that("summary_numerical_variable", {
   expect_equal(res$sim3$`quantiles & mean`[[4]], 5.786)
 })
 
-context("ds.summary::smk::summary of a character variable")
+# context("ds.summary::smk::summary of a character variable")
 test_that("summary_character_variable", {
   ds.asCharacter(x='D$GENDER', newobj="a_character")
   res <- ds.summary(x='a_character')
@@ -60,7 +61,7 @@ test_that("summary_character_variable", {
   expect_equal(res$sim2$length, 3088)
 })
 
-context("ds.summary::smk::summary of a factor variable")
+# context("ds.summary::smk::summary of a factor variable")
 test_that("summary_factor_variable", {
   ds.asFactor('D$PM_BMI_CATEGORICAL', newobj="a_factor")
   res <- ds.summary(x='a_factor')
@@ -89,7 +90,7 @@ test_that("summary_factor_variable", {
   expect_equal(res$sim3$`count of '3'`, 1154)
 })
 
-context("ds.summary::smk::summary of a list variable")
+# context("ds.summary::smk::summary of a list variable")
 test_that("summary_list_variable", {
   ds.asList(x.name='D$PM_BMI_CATEGORICAL', newobj="a_list")
   res <- ds.summary(x='a_list')
@@ -106,7 +107,7 @@ test_that("summary_list_variable", {
   expect_equal(res$sim3$length, 4128)
 })
 
-context("ds.summary::smk::summary of a data frame")
+# context("ds.summary::smk::summary of a data frame")
 test_that("summary_data_frame", {
   res <- ds.summary(x='D')
 
@@ -122,7 +123,7 @@ test_that("summary_data_frame", {
 # Tear down
 #
 
-context("ds.summary::smk::teardown")
+# context("ds.summary::smk::teardown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "a_character", "a_factor", "a_list"))
@@ -130,4 +131,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.summary::smk::done")
+# context("ds.summary::smk::done")
diff --git a/tests/testthat/test-smk-ds.table.R b/tests/testthat/test-smk-ds.table.R
index bae8aae42..0dd48cef1 100644
--- a/tests/testthat/test-smk-ds.table.R
+++ b/tests/testthat/test-smk-ds.table.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -11,7 +12,7 @@
 #
 # Set up
 #
-context("ds.table::smk::setup")
+# context("ds.table::smk::setup")
 
 connect.all.datasets()
 
@@ -23,7 +24,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.table::smk::dataframe setup")
+# context("ds.table::smk::dataframe setup")
 test_that("simple dataframe input setup", {
   ds.asFactor(input.var.name="D$FACTOR_CHARACTER", newobj.name="factorCharacter")
   ds.asFactor(input.var.name="D$FACTOR_INTEGER", newobj.name="factorInteger")
@@ -38,7 +39,7 @@ test_that("simple dataframe input setup", {
   expect_equal(subset.res$validity.check, "<tablesource_subset> appears valid in all sources")
 })
 
-context("ds.table::smk::simple table 1D")
+# context("ds.table::smk::simple table 1D")
 test_that("simple table 1D", {
   table1.res <- ds.table(rvar='tablesource_subset$factorCharacter')
 
@@ -53,7 +54,7 @@ test_that("simple table 1D", {
   expect_equal(table1.res$validity.message, "Data in all studies were valid")
 })
 
-context("ds.table::smk::simple table 2D")
+# context("ds.table::smk::simple table 2D")
 test_that("simple table 2D", {
   table1.res <- ds.table(rvar='tablesource_subset$factorInteger', cvar='tablesource_subset$factorCharacter')
 
@@ -75,7 +76,7 @@ test_that("simple table 2D", {
   expect_equal(table1.res$validity.message, "Data in all studies were valid")
 })
 
-context("ds.table::smk::simple table 3D")
+# context("ds.table::smk::simple table 3D")
 test_that("simple table 3D", {
   expect_error(ds.table(rvar='tablesource_subset$factorInteger', cvar='tablesource_subset$factorCharacter', stvar='tablesource_subset$factorCategory'), "There are some DataSHIELD errors, list them with datashield.errors()", fixed = TRUE)
 
@@ -141,7 +142,7 @@ test_that("simple table 3D, with assign", {
 # Done
 #
 
-context("ds.table::smk::shutdown")
+# context("ds.table::smk::shutdown")
 
 test_that("shutdown", {
   ds_expect_variables(c("D", "factorCharacter", "factorInteger", "factorCategory", "tablesource", "tablesource_subset", "new_table1", "new_table2", "new_table3"))
@@ -149,4 +150,4 @@ test_that("shutdown", {
 
 disconnect.all.datasets()
 
-context("ds.table::smk::done")
+# context("ds.table::smk::done")
diff --git a/tests/testthat/test-smk-ds.table1D.R b/tests/testthat/test-smk-ds.table1D.R
index 013cdf322..a875f5929 100644
--- a/tests/testthat/test-smk-ds.table1D.R
+++ b/tests/testthat/test-smk-ds.table1D.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #  
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.table1D::smk::setup")
+# context("ds.table1D::smk::setup")
 
 connect.studies.dataset.cnsim(list("DIS_CVA","GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables")
+# context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables")
 test_that("GENDER_normal", {
     res <- expect_warning(ds.table1D(x='D$GENDER'), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -33,7 +34,7 @@ test_that("GENDER_normal", {
     expect_equal(res$counts[3], 9379)
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables fail")
+# context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables fail")
 test_that("DIS_CVA_invalid", {
     res <- expect_warning(ds.table1D(x='D$DIS_CVA'), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -45,7 +46,7 @@ test_that("DIS_CVA_invalid", {
     expect_equal(res$validity, "All tables are valid!")
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables fail split")
+# context("ds.table1D::smk::generate a one dimensional table, outputting combined contingency tables fail split")
 test_that("DIS_CVA_invalid_split", {
     res <- expect_warning(ds.table1D(x='D$DIS_CVA', type="split"), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -57,7 +58,7 @@ test_that("DIS_CVA_invalid_split", {
     expect_equal(res$validity, "All tables are valid!")
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting study specific contingency tables")
+# context("ds.table1D::smk::generate a one dimensional table, outputting study specific contingency tables")
 test_that("GENDER_split", {
     res <- expect_warning(ds.table1D(x='D$GENDER', type="split"), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -67,7 +68,7 @@ test_that("GENDER_split", {
     expect_equal(res$counts$sim3[1], 2091)
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting study specific contingency tables for study 1 and 2")
+# context("ds.table1D::smk::generate a one dimensional table, outputting study specific contingency tables for study 1 and 2")
 test_that("GENDER_split_12", {
     res <- expect_warning(ds.table1D(datasources=ds.test_env$connections[1:2], x='D$GENDER', type="split"), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -77,7 +78,7 @@ test_that("GENDER_split_12", {
     expect_equal(res$counts$sim3[1], NULL)
 })
 
-context("ds.table1D::smk::generate a one dimensional table, outputting study specific and combined contingency tables")
+# context("ds.table1D::smk::generate a one dimensional table, outputting study specific and combined contingency tables")
 test_that("GENDER_normal_2", {
     res <- expect_warning(ds.table1D(datasources=ds.test_env$connections, x='D$GENDER'), "'ds.table1D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -90,7 +91,7 @@ test_that("GENDER_normal_2", {
 # Tear down
 #
 
-context("ds.table1D::smk::shutdown")
+# context("ds.table1D::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -98,4 +99,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.table1D::smk::done")
+# context("ds.table1D::smk::done")
diff --git a/tests/testthat/test-smk-ds.table2D.R b/tests/testthat/test-smk-ds.table2D.R
index 09fc859ce..596ae5080 100644
--- a/tests/testthat/test-smk-ds.table2D.R
+++ b/tests/testthat/test-smk-ds.table2D.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.table2D::smk::setup")
+# context("ds.table2D::smk::setup")
 
 connect.studies.dataset.cnsim(list("DIS_DIAB", "GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.table2D::smk")
+# context("ds.table2D::smk")
 test_that("simple table2D", {
     table2D.res <- expect_warning(ds.table2D(x='D$DIS_DIAB', y='D$GENDER'), "'ds.table2D' is deprecated.\nUse 'ds.table' instead.", fixed = TRUE)
 
@@ -56,7 +57,7 @@ test_that("simple table2D", {
 # Done
 #
 
-context("ds.table2D::smk::shutdown")
+# context("ds.table2D::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -64,4 +65,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.table2D::smk::done")
+# context("ds.table2D::smk::done")
diff --git a/tests/testthat/test-smk-ds.tapply.R b/tests/testthat/test-smk-ds.tapply.R
index b79876ff0..67aad82c9 100644
--- a/tests/testthat/test-smk-ds.tapply.R
+++ b/tests/testthat/test-smk-ds.tapply.R
@@ -1,6 +1,7 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2014 OBiBa,
 #               2019-2022 University of Newcastle upon Tyne. All rights reserved.
+#               2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 # Set up
 #
 
-context("ds.tapply::smk::setup")
+# context("ds.tapply::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 
@@ -28,7 +29,7 @@ test_that("setup", {
 ds.assign('D$LAB_TSC', 'LAB_TSC')
 ds.assign('D$GENDER', 'GENDER')
 
-context("ds.tapply::smk::fun=mean")
+# context("ds.tapply::smk::fun=mean")
 test_that("simplest 'ds.tapply', fun=mean", {
     list <- ds.tapply('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='mean')
 
@@ -56,7 +57,7 @@ test_that("simplest 'ds.tapply', fun=mean", {
     expect_equal(list$sim3$N[[2]], 1700)
 })
 
-context("ds.tapply::smk::fun=sd")
+# context("ds.tapply::smk::fun=sd")
 test_that("simplest 'ds.tapply', fun=sd", {
     list <- ds.tapply('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='sd')
 
@@ -84,7 +85,7 @@ test_that("simplest 'ds.tapply', fun=sd", {
     expect_equal(list$sim3$N[[2]], 1700)
 })
 
-context("ds.tapply::smk::fun=sum")
+# context("ds.tapply::smk::fun=sum")
 test_that("simplest 'ds.tapply', fun=sum", {
     list <- ds.tapply('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='sum')
 
@@ -112,7 +113,7 @@ test_that("simplest 'ds.tapply', fun=sum", {
     expect_equal(list$sim3$N[[2]], 1700)
 })
 
-context("ds.tapply::smk::fun=quantile")
+# context("ds.tapply::smk::fun=quantile")
 test_that("simplest 'ds.tapply', fun=quantile", {
     list <- ds.tapply('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='quantile')
 
@@ -132,7 +133,7 @@ test_that("simplest 'ds.tapply', fun=quantile", {
 # Tear down
 #
 
-context("ds.tapply::smk::shutdown")
+# context("ds.tapply::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "GENDER", "LAB_TSC"))
@@ -140,4 +141,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.tapply::smk::done")
+# context("ds.tapply::smk::done")
diff --git a/tests/testthat/test-smk-ds.tapply.assign.R b/tests/testthat/test-smk-ds.tapply.assign.R
index ba13f39df..8fd4918d2 100644
--- a/tests/testthat/test-smk-ds.tapply.assign.R
+++ b/tests/testthat/test-smk-ds.tapply.assign.R
@@ -1,6 +1,7 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2014 OBiBa,
 #               2019-2022 University of Newcastle upon Tyne. All rights reserved.
+#               2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +14,7 @@
 # Set up
 #
 
-context("ds.tapply.assign::smk::setup")
+# context("ds.tapply.assign::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "GENDER"))
 
@@ -28,7 +29,7 @@ test_that("setup", {
 ds.assign('D$LAB_TSC', 'LAB_TSC')
 ds.assign('D$GENDER', 'GENDER')
 
-context("ds.tapply.assign::smk::fun=mean")
+# context("ds.tapply.assign::smk::fun=mean")
 test_that("simplest 'ds.tapply.assign', fun=mean", {
     list <- ds.tapply.assign('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='mean', newobj="fun_mean.newobj")
 
@@ -44,7 +45,7 @@ test_that("simplest 'ds.tapply.assign', fun=mean", {
     expect_equal(res.length$`total length of fun_mean.newobj in all studies combined`, 6)
 })
 
-context("ds.tapply.assign::smk::fun=sd")
+# context("ds.tapply.assign::smk::fun=sd")
 test_that("simplest 'ds.tapply.assign', fun=sd", {
     list <- ds.tapply.assign('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='sd', newobj="fun_sd.newobj")
 
@@ -60,7 +61,7 @@ test_that("simplest 'ds.tapply.assign', fun=sd", {
     expect_equal(res.length$`total length of fun_sd.newobj in all studies combined`, 6)
 })
 
-context("ds.tapply.assign::smk::fun=sum")
+# context("ds.tapply.assign::smk::fun=sum")
 test_that("simplest 'ds.tapply.assign', fun=sum", {
     list <- ds.tapply.assign('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='sum', newobj="fun_sum.newobj")
 
@@ -76,7 +77,7 @@ test_that("simplest 'ds.tapply.assign', fun=sum", {
     expect_equal(res.length$`total length of fun_sum.newobj in all studies combined`, 6)
 })
 
-context("ds.tapply.assign::smk::fun=quantile")
+# context("ds.tapply.assign::smk::fun=quantile")
 test_that("simplest 'ds.tapply.assign', fun=quantile", {
     list <- ds.tapply.assign('LAB_TSC', INDEX.names=c('GENDER'), FUN.name='quantile', newobj="fun_quantile.newobj")
 
@@ -96,7 +97,7 @@ test_that("simplest 'ds.tapply.assign', fun=quantile", {
 # Tear down
 #
 
-context("ds.tapply.assign::smk::shutdown")
+# context("ds.tapply.assign::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "GENDER", "LAB_TSC", "fun_mean.newobj", "fun_sd.newobj", "fun_sum.newobj", "fun_quantile.newobj"))
@@ -108,4 +109,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.tapply.assign::smk::done")
+# context("ds.tapply.assign::smk::done")
diff --git a/tests/testthat/test-smk-ds.testObjExists-discordant.R b/tests/testthat/test-smk-ds.testObjExists-discordant.R
index a7d89a3ec..5163217fd 100644
--- a/tests/testthat/test-smk-ds.testObjExists-discordant.R
+++ b/tests/testthat/test-smk-ds.testObjExists-discordant.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.testObjExists::smk::setup")
+# context("ds.testObjExists::smk::setup")
 
 connect.discordant.dataset.simple(list("A", "B", "C"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.testObjExists::smk::discordant")
+# context("ds.testObjExists::smk::discordant")
 test_that("simple testObjExists, discordant", {
     res <- ds.testObjExists('D')
 
@@ -59,7 +60,7 @@ test_that("data.frame testObjExists, discordant", {
 # Done
 #
 
-context("ds.testObjExists::smk::shutdown")
+# context("ds.testObjExists::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -67,4 +68,4 @@ test_that("shutdown", {
 
 disconnect.discordant.dataset.simple()
 
-context("ds.testObjExists::smk::done")
+# context("ds.testObjExists::smk::done")
diff --git a/tests/testthat/test-smk-ds.testObjExists.R b/tests/testthat/test-smk-ds.testObjExists.R
index 5b2b2c383..857fe823c 100644
--- a/tests/testthat/test-smk-ds.testObjExists.R
+++ b/tests/testthat/test-smk-ds.testObjExists.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.testObjExists::smk::setup")
+# context("ds.testObjExists::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.testObjExists::smk")
+# context("ds.testObjExists::smk")
 test_that("simple testObjExists", {
     res <- ds.testObjExists('D')
 
@@ -92,7 +93,7 @@ test_that("data.frame testObjExists", {
 # Done
 #
 
-context("ds.testObjExists::smk::shutdown")
+# context("ds.testObjExists::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "dataframe.newobj"))
@@ -100,4 +101,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.testObjExists::smk::done")
+# context("ds.testObjExists::smk::done")
diff --git a/tests/testthat/test-smk-ds.unList.R b/tests/testthat/test-smk-ds.unList.R
index 98fbaa986..806b13315 100644
--- a/tests/testthat/test-smk-ds.unList.R
+++ b/tests/testthat/test-smk-ds.unList.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.unList::smk::setup")
+# context("ds.unList::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.unList::smk::simple test")
+# context("ds.unList::smk::simple test")
 test_that("simple test", {
     ds.asList(x.name="D$GENDER", newobj="GENDER.list")
 
@@ -39,7 +40,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.unList::smk::shutdown")
+# context("ds.unList::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "GENDER.list", "unlist.newobj"))
@@ -47,4 +48,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.unList::smk::done")
+# context("ds.unList::smk::done")
diff --git a/tests/testthat/test-smk-ds.unique.R b/tests/testthat/test-smk-ds.unique.R
index 9aca375ca..21f6f5f03 100644
--- a/tests/testthat/test-smk-ds.unique.R
+++ b/tests/testthat/test-smk-ds.unique.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.unique::smk::setup")
+# context("ds.unique::smk::setup")
 
 connect.studies.dataset.cnsim(list("GENDER"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.unique::smk::simple test")
+# context("ds.unique::smk::simple test")
 test_that("simple test", {
     original.newobj.length <- ds.length("D$GENDER")
 
@@ -51,7 +52,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.unique::smk::shutdown")
+# context("ds.unique::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "unique.newobj"))
@@ -59,4 +60,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.unique::smk::done")
+#context("ds.unique::smk::done")
diff --git a/tests/testthat/test-smk-ds.var.R b/tests/testthat/test-smk-ds.var.R
index bc2aceb6d..834ece232 100644
--- a/tests/testthat/test-smk-ds.var.R
+++ b/tests/testthat/test-smk-ds.var.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.var::smk::setup")
+# context("ds.var::smk::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.var::smk::split")
+# context("ds.var::smk::split")
 test_that("simple var, split", {
     var.res <- ds.var(x = 'D$LAB_TSC', type='split')
 
@@ -49,7 +50,7 @@ test_that("simple var, split", {
     expect_equal(var.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.var::smk::combine")
+# context("ds.var::smk::combine")
 test_that("simple var, combine", {
     var.res <- ds.var(x = 'D$LAB_TSC', type='combine')
 
@@ -66,7 +67,7 @@ test_that("simple var, combine", {
     expect_equal(var.res$ValidityMessage[3], "VALID ANALYSIS")
 })
 
-context("ds.var::smk::both")
+# context("ds.var::smk::both")
 test_that("simple var, both", {
     var.res <- ds.var(x = 'D$LAB_TSC', type='both')
 
@@ -100,7 +101,7 @@ test_that("simple var, both", {
 # Done
 #
 
-context("ds.var::smk::shutdown")
+# context("ds.var::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -108,4 +109,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.var::smk::done")
+# context("ds.var::smk::done")
diff --git a/tests/testthat/test-smk-ds.vectorCalc.R b/tests/testthat/test-smk-ds.vectorCalc.R
index e318c7477..3c03191fe 100644
--- a/tests/testthat/test-smk-ds.vectorCalc.R
+++ b/tests/testthat/test-smk-ds.vectorCalc.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.vectorCalc::smk::setup")
+# context("ds.vectorCalc::smk::setup")
 
 connect.studies.dataset.cnsim(list('LAB_TSC', 'LAB_HDL'))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.vectorCalc::smk")
+# context("ds.vectorCalc::smk")
 test_that("simple test", {
     vectors <- c('D$LAB_TSC', 'D$LAB_HDL')
     res <- expect_warning(ds.vectorCalc(x=vectors, calc='+'), "'ds.vectorCalc' is deprecated.\nUse 'ds.make' instead.", fixed = TRUE)
@@ -58,7 +59,7 @@ test_that("simple test", {
 # Done
 #
 
-context("ds.vectorCalc::smk::shutdown")
+# context("ds.vectorCalc::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "vectorcalc.newobj"))
@@ -66,4 +67,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.vectorCalc::smk::done")
+# context("ds.vectorCalc::smk::done")
diff --git a/tests/testthat/test-smk-isDefined.R b/tests/testthat/test-smk-isDefined.R
index 5f37b0aa6..ab3f43b07 100644
--- a/tests/testthat/test-smk-isDefined.R
+++ b/tests/testthat/test-smk-isDefined.R
@@ -1,6 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
-# Copyright (c) 2022 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -13,7 +13,7 @@
 # Set up
 #
 
-context("isDefined::smk::setup")
+# context("isDefined::smk::setup")
 
 connect.discordant.dataset.simple(list("A", "B", "C"))
 
@@ -27,7 +27,7 @@ test_that("setup", {
 
 # default
 
-context("isDefined::smk::default")
+# context("isDefined::smk::default")
 test_that("default test, dataframe D", {
     res <- isDefined(ds.test_env$connections, "D")
     
@@ -91,7 +91,7 @@ test_that("default test, dataframe columns D$A,D$B", {
 
 # error.message = FALSE
 
-context("isDefined::smk::error.message=FALSE")
+# context("isDefined::smk::error.message=FALSE")
 test_that("error.message=FALSE test, dataframe D", {
     res <- isDefined(ds.test_env$connections, "D", error.message = FALSE)
     
@@ -197,7 +197,7 @@ test_that("error.message=FALSE test, dataframe columns D$A,D$B", {
 
 # error.message = TRUE
 
-context("isDefined::smk::error.message=TRUE")
+# context("isDefined::smk::error.message=TRUE")
 test_that("error.message=TRUE test, dataframe D", {
     res <- isDefined(ds.test_env$connections, "D", error.message = TRUE)
     
@@ -263,7 +263,7 @@ test_that("error.message=TRUE test, dataframe columns D$A,D$B", {
 # Done
 #
 
-context("isDefined::smk::shutdown")
+# context("isDefined::smk::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -271,4 +271,4 @@ test_that("shutdown", {
 
 disconnect.discordant.dataset.simple()
 
-context("isDefined::smk::done")
+# context("isDefined::smk::done")
diff --git a/tests/testthat/test-smk_bug-ds.listOpals.R b/tests/testthat/test-smk_bug-ds.listOpals.R
new file mode 100644
index 000000000..72b28ccdb
--- /dev/null
+++ b/tests/testthat/test-smk_bug-ds.listOpals.R
@@ -0,0 +1,34 @@
+#-------------------------------------------------------------------------------
+# Copyright (c) 2014 OBiBa,
+#               2018-2022 University of Newcastle upon Tyne. All rights reserved.
+#               2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
+#
+# This program and the accompanying materials
+# are made available under the terms of the GNU Public License v3.0.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+#-------------------------------------------------------------------------------
+
+#
+# Set up
+#
+
+connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_HDL"))
+
+#
+# Tests
+#
+
+# context("ds.listOpals::smk::check results")
+test_that("check results", {
+    message <- "\n*  This function lists all Opal objects in the R analysis environment\n\n\n*  There is only one set of opals available,\n that is: 'ds.test_env$connections'\n\n\n\n*  This set of Opals has been copied to create 'default.opals',\n which all DataSHIELD functions will now use by default.\n If you want to change the default Opal object,\n please run the function ds.setDefaultOpals() again. \n\n\n\n"
+
+    expect_message(res <- ds.listOpals(), message, fixed=TRUE)
+})
+
+#
+# Done
+#
+
+disconnect.studies.dataset.cnsim()
diff --git a/tests/testthat/test-smk_dgr-ds.asCharacter.R b/tests/testthat/test-smk_dgr-ds.asCharacter.R
index 7f9e7c45a..48a2fbd12 100644
--- a/tests/testthat/test-smk_dgr-ds.asCharacter.R
+++ b/tests/testthat/test-smk_dgr-ds.asCharacter.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.asCharacter::smk_dgr::setup")
+# context("ds.asCharacter::smk_dgr::setup")
 
 require(dsDangerClient)
 
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.asCharacter::smk_dgr::simple test")
+# context("ds.asCharacter::smk_dgr::simple test")
 test_that("simple test", {
     res <- ds.asCharacter("D$LAB_TSC")
 
@@ -39,7 +40,7 @@ test_that("simple test", {
 # Shutdown
 #
 
-context("ds.asCharacter::smk_dgr::stutdown")
+# context("ds.asCharacter::smk_dgr::stutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "ascharacter.newobj"))
@@ -51,4 +52,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.asCharacter::smk_dgr::done")
+# context("ds.asCharacter::smk_dgr::done")
diff --git a/tests/testthat/test-smk_dgr-ds.listClientsideFunctions.R b/tests/testthat/test-smk_dgr-ds.listClientsideFunctions.R
index 52807e3be..64399ac1b 100644
--- a/tests/testthat/test-smk_dgr-ds.listClientsideFunctions.R
+++ b/tests/testthat/test-smk_dgr-ds.listClientsideFunctions.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.listClientsideFunctions::smk_dgr::setup")
+# context("ds.listClientsideFunctions::smk_dgr::setup")
 
 require(dsDangerClient)
 
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.listClientsideFunctions::smk_dgr::check results")
+# context("ds.listClientsideFunctions::smk_dgr::check results")
 test_that("check results", {
     output <- list(
         "ds.DANGERc2sMATDF",
@@ -51,7 +52,7 @@ test_that("check results", {
 # Shutdown
 #
 
-context("ds.listClientsideFunctions::smk_dgr::shutdown")
+# context("ds.listClientsideFunctions::smk_dgr::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -63,4 +64,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.listClientsideFunctions::smk_dgr::done")
+# context("ds.listClientsideFunctions::smk_dgr::done")
diff --git a/tests/testthat/test-smk_dgr-ds.listServersideFunctions.R b/tests/testthat/test-smk_dgr-ds.listServersideFunctions.R
index 27d2e297c..9ed962278 100644
--- a/tests/testthat/test-smk_dgr-ds.listServersideFunctions.R
+++ b/tests/testthat/test-smk_dgr-ds.listServersideFunctions.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.listServersideFunctions::smk_dgr::setup")
+# context("ds.listServersideFunctions::smk_dgr::setup")
 
 require(dsDangerClient)
 
@@ -26,7 +27,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.listServersideFunctions::smk_dgr::check results")
+# context("ds.listServersideFunctions::smk_dgr::check results")
 test_that("check results", {
     assign.functions <- factor(c(
     ))
@@ -73,7 +74,7 @@ test_that("check results", {
 # Done
 #
 
-context("ds.listServersideFunctions::smk_dgr::shtudown")
+# context("ds.listServersideFunctions::smk_dgr::shtudown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D"))
@@ -85,4 +86,4 @@ disconnect.studies.dataset.cnsim()
 # Done
 #
 
-context("ds.listServersideFunctions::smk_dgr::done")
+# context("ds.listServersideFunctions::smk_dgr::done")
diff --git a/tests/testthat/test-smk_dgr-ds.recodeValues-factor.R b/tests/testthat/test-smk_dgr-ds.recodeValues-factor.R
index 840276726..180278c93 100644
--- a/tests/testthat/test-smk_dgr-ds.recodeValues-factor.R
+++ b/tests/testthat/test-smk_dgr-ds.recodeValues-factor.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeValues::smk_dgr::factor::setup")
+# context("ds.recodeValues::smk_dgr::factor::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeValues::smk_dgr::factor::simple factor 1")
+# context("ds.recodeValues::smk_dgr::factor::simple factor 1")
 test_that("simple factor 1", {
     res <- ds.recodeValues("D$GENDER", values2replace.vector=c('0'), new.values.vector=c('2'), newobj="GENDER")
 
@@ -79,7 +80,7 @@ test_that("simple factor 1", {
     expect_length((subset(ndf.sim3, GENDER == 2))$GENDER, 2091)
 })
 
-context("ds.recodeValues::smk_dgr::factor::simple factor 2")
+# context("ds.recodeValues::smk_dgr::factor::simple factor 2")
 test_that("simple factor 2", {
     res <- ds.recodeValues("D$GENDER", values2replace.vector=c(0), new.values.vector=c(2), newobj="GENDER")
 
@@ -134,7 +135,7 @@ test_that("simple factor 2", {
     expect_length((subset(ndf.sim3, GENDER == 2))$GENDER, 2091)
 })
 
-context("ds.recodeValues::smk_dgr::factor::simple factor 3")
+# context("ds.recodeValues::smk_dgr::factor::simple factor 3")
 test_that("simple factor 3", {
     res <- ds.recodeValues("D$GENDER", values2replace.vector=c(0), new.values.vector=c(2), missing='3', newobj="GENDER")
 
@@ -195,7 +196,7 @@ test_that("simple factor 3", {
     expect_length((subset(ndf.sim3, GENDER == 3))$GENDER, 0)
 })
 
-context("ds.recodeValues::smk_dgr::factor::simple factor 4")
+# context("ds.recodeValues::smk_dgr::factor::simple factor 4")
 test_that("simple factor 4", {
     res <- ds.recodeValues("D$GENDER", values2replace.vector=c(0,1), new.values.vector=c(10,20), newobj="GENDER")
 
@@ -259,7 +260,7 @@ test_that("simple factor 4", {
 #
 # Done
 #
-context("ds.recodeValues::smk_dgr::factor::shutdown")
+# context("ds.recodeValues::smk_dgr::factor::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "GENDER", "odf_1", "ndf_1", "odf_2", "ndf_2", "odf_3", "ndf_3", "odf_4", "ndf_4"))
@@ -267,4 +268,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.recodeValues::smk_dgr::factor::done")
+# context("ds.recodeValues::smk_dgr::factor::done")
diff --git a/tests/testthat/test-smk_dgr-ds.recodeValues-factor_missing.R b/tests/testthat/test-smk_dgr-ds.recodeValues-factor_missing.R
index c6cc808b3..2172c27fd 100644
--- a/tests/testthat/test-smk_dgr-ds.recodeValues-factor_missing.R
+++ b/tests/testthat/test-smk_dgr-ds.recodeValues-factor_missing.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeValues::smk_dgr::factor_missing::setup")
+# context("ds.recodeValues::smk_dgr::factor_missing::setup")
 
 connect.studies.dataset.cnsim(list("GENDER", "PM_BMI_CATEGORICAL"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 1")
+# context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 1")
 test_that("simple missing factor 1", {
     res <- ds.recodeValues("D$PM_BMI_CATEGORICAL", values2replace.vector=c(1,2,3), new.values.vector=c(10,20,30), missing='999', newobj="PM_BMI_CATEGORICAL")
 
@@ -109,7 +110,7 @@ test_that("simple missing factor 1", {
     expect_length((subset(ndf.sim3, PM_BMI_CATEGORICAL == 999))$PM_BMI_CATEGORICAL, 205)
 })
 
-context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 2")
+# context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 2")
 test_that("simple missing factor 2", {
     res <- ds.recodeValues("D$PM_BMI_CATEGORICAL", values2replace.vector=c(1,2), new.values.vector=c(1,2), missing=99, newobj="PM_BMI_CATEGORICAL")
 
@@ -176,7 +177,7 @@ test_that("simple missing factor 2", {
     expect_length((subset(ndf.sim3, PM_BMI_CATEGORICAL == 99))$PM_BMI_CATEGORICAL, 205)
 })
 
-context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 3")
+# context("ds.recodeValues::smk_dgr::factor_missing::simple missing factor 3")
 test_that("simple missing factor 3", {
     res <- ds.recodeValues("D$PM_BMI_CATEGORICAL", values2replace.vector=c(1,2,3), new.values.vector=c('low','medium','high'), newobj="PM_BMI_CATEGORICAL")
 
@@ -252,7 +253,7 @@ test_that("simple missing factor 3", {
 #
 # Done
 #
-context("ds.recodeValues::smk_dgr::factor_missing::shutdown")
+# context("ds.recodeValues::smk_dgr::factor_missing::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "PM_BMI_CATEGORICAL", "odf_1", "ndf_1", "odf_2", "ndf_2", "odf_3", "ndf_3"))
@@ -260,4 +261,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.recodeValues::smk_dgr::factor_missing::done")
+# context("ds.recodeValues::smk_dgr::factor_missing::done")
diff --git a/tests/testthat/test-smk_dgr-ds.recodeValues.R b/tests/testthat/test-smk_dgr-ds.recodeValues.R
index a7f798210..a7bf78805 100644
--- a/tests/testthat/test-smk_dgr-ds.recodeValues.R
+++ b/tests/testthat/test-smk_dgr-ds.recodeValues.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.recodeValues::smk_dgr::setup")
+# context("ds.recodeValues::smk_dgr::setup")
 
 connect.studies.dataset.survival(list("time.id"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.recodeValues::smk_dgr::simple numeric")
+# context("ds.recodeValues::smk_dgr::simple numeric")
 test_that("simple test", {
     res <- ds.recodeValues("D$time.id", values2replace.vector=c(1,2), new.values.vector=c(10,20), newobj="time.id")
 
@@ -88,7 +89,7 @@ test_that("simple test", {
 #
 # Done
 #
-context("ds.recodeValues::smk_dgr::shutdown")
+# context("ds.recodeValues::smk_dgr::shutdown")
 
 test_that("shutdown", {
     ds_expect_variables(c("D", "time.id", "odf", "ndf"))
@@ -96,4 +97,4 @@ test_that("shutdown", {
 
 disconnect.studies.dataset.survival()
 
-context("ds.recodeValues::smk_dgr::done")
+# context("ds.recodeValues::smk_dgr::done")
diff --git a/tests/testthat/test-smk_expt-ds.mean.R b/tests/testthat/test-smk_expt-ds.mean.R
index 3d1d22fa3..c2682730d 100644
--- a/tests/testthat/test-smk_expt-ds.mean.R
+++ b/tests/testthat/test-smk_expt-ds.mean.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2018-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -18,112 +19,112 @@ connect.studies.dataset.cnsim(list("LAB_TSC", "LAB_TRIG", "LAB_HDL", "LAB_GLUC_A
 # Tests
 #
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     stat.mean <- ds.mean(x='D$LAB_TSC',type='combine')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TSC-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     stat.mean <- ds.mean(x='D$LAB_TSC', type='split')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TSC-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$LAB_TSC', type='both')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TSC-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
 #    stat.mean <- ds.mean(x='D$LAB_TRIG',type='combine')
 
 #    expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TRIG-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
 #    stat.mean <- ds.mean(x='D$LAB_TRIG', type='split')
 
 #    expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TRIG-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
 #    stat.mean <- ds.mean(x='D$LAB_TRIG', type='both')
 
 #    expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_TRIG-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     stat.mean <- ds.mean(x='D$LAB_HDL',type='combine')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_HDL-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     stat.mean <- ds.mean(x='D$LAB_HDL', type='split')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_HDL-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$LAB_HDL', type='both')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_HDL-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     stat.mean <- ds.mean(x='D$LAB_GLUC_ADJUSTED',type='combine')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_GLUC_ADJUSTED-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     stat.mean <- ds.mean(x='D$LAB_GLUC_ADJUSTED', type='split')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_GLUC_ADJUSTED-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$LAB_GLUC_ADJUSTED', type='both')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-LAB_GLUC_ADJUSTED-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     stat.mean <- ds.mean(x='D$PM_BMI_CONTINUOUS',type='combine')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CONTINUOUS-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     stat.mean <- ds.mean(x='D$PM_BMI_CONTINUOUS', type='split')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CONTINUOUS-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     stat.mean <- ds.mean(x='D$PM_BMI_CONTINUOUS', type='both')
 
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CONTINUOUS-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$DIS_CVA", newobj="DIS_CVA")
 
@@ -132,7 +133,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_CVA-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$DIS_CVA", newobj="DIS_CVA")
 
@@ -141,7 +142,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_CVA-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$DIS_CVA", newobj="DIS_CVA")
 
@@ -150,7 +151,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_CVA-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$MEDI_LPD", newobj="MEDI_LPD")
 
@@ -159,7 +160,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-MEDI_LPD-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$MEDI_LPD", newobj="MEDI_LPD")
 
@@ -168,7 +169,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-MEDI_LPD-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$MEDI_LPD", newobj="MEDI_LPD")
 
@@ -177,7 +178,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-MEDI_LPD-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$DIS_DIAB", newobj="DIS_DIAB")
 
@@ -186,7 +187,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_DIAB-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$DIS_DIAB", newobj="DIS_DIAB")
 
@@ -195,7 +196,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_DIAB-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$DIS_DIAB", newobj="DIS_DIAB")
 
@@ -204,7 +205,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_DIAB-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$DIS_AMI", newobj="DIS_AMI")
 
@@ -213,7 +214,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_AMI-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$DIS_AMI", newobj="DIS_AMI")
 
@@ -222,7 +223,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_AMI-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$DIS_AMI", newobj="DIS_AMI")
 
@@ -231,7 +232,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-DIS_AMI-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$GENDER", newobj="GENDER")
 
@@ -240,7 +241,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-GENDER-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$GENDER", newobj="GENDER")
 
@@ -249,7 +250,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-GENDER-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$GENDER", newobj="GENDER")
 
@@ -258,7 +259,7 @@ test_that("mean values [both]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-GENDER-both.rds')
 })
 
-context("ds.mean::smk_expt::type=combine")
+# context("ds.mean::smk_expt::type=combine")
 test_that("mean values [combine]", {
     ds.asNumeric(x.name="D$PM_BMI_CATEGORICAL", newobj="PM_BMI_CATEGORICAL")
 
@@ -267,7 +268,7 @@ test_that("mean values [combine]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CATEGORICAL-combine.rds')
 })
 
-context("ds.mean::smk_expt::type=split")
+# context("ds.mean::smk_expt::type=split")
 test_that("mean values [split]", {
     ds.asNumeric(x.name="D$PM_BMI_CATEGORICAL", newobj="PM_BMI_CATEGORICAL")
 
@@ -276,7 +277,7 @@ test_that("mean values [split]", {
     expect_equal_to_reference(stat.mean, 'smk_expt-results/ds.mean-PM_BMI_CATEGORICAL-split.rds')
 })
 
-context("ds.mean::smk_expt::type=both")
+# context("ds.mean::smk_expt::type=both")
 test_that("mean values [both]", {
     ds.asNumeric(x.name="D$PM_BMI_CATEGORICAL", newobj="PM_BMI_CATEGORICAL")
 
diff --git a/tests/testthat/test-smk_expt-ds.ranksSecure.R b/tests/testthat/test-smk_expt-ds.ranksSecure.R
index 0061df2ce..edb86cd2e 100644
--- a/tests/testthat/test-smk_expt-ds.ranksSecure.R
+++ b/tests/testthat/test-smk_expt-ds.ranksSecure.R
@@ -1,5 +1,6 @@
 #-------------------------------------------------------------------------------
 # Copyright (c) 2019-2022 University of Newcastle upon Tyne. All rights reserved.
+# Copyright (c) 2022-2025 Arjuna Technologies, Newcastle upon Tyne. All rights reserved.
 #
 # This program and the accompanying materials
 # are made available under the terms of the GNU Public License v3.0.
@@ -12,7 +13,7 @@
 # Set up
 #
 
-context("ds.ranksSecure::smk_expt::setup")
+# context("ds.ranksSecure::smk_expt::setup")
 
 connect.studies.dataset.cnsim(list("LAB_TRIG", "LAB_TSC"))
 
@@ -24,7 +25,7 @@ test_that("setup", {
 # Tests
 #
 
-context("ds.ranksSecure::smk_expt::continous, without NAs, all positive")
+# context("ds.ranksSecure::smk_expt::continous, without NAs, all positive")
 test_that("continous, without NAs, all positive", {
     res.cc <- ds.completeCases("D$LAB_TSC", newobj="CC_LAB_TSC")
     expect_equal(res.cc$validity.check, "<CC_LAB_TSC> appears valid in all sources")
@@ -40,7 +41,7 @@ test_that("continous, without NAs, all positive", {
     expect_equal_to_reference(res, 'smk_expt-results/ds.ranksSecure-cont.rds')
 })
 
-context("ds.ranksSecure::smk_expt::continous, without NAs, with negative")
+# context("ds.ranksSecure::smk_expt::continous, without NAs, with negative")
 test_that("continous, without NAs, with negative", {
     res.cc <- ds.completeCases("D$LAB_TRIG", newobj="CC_LAB_TRIG")
     expect_equal(res.cc$validity.check, "<CC_LAB_TRIG> appears valid in all sources")
@@ -56,14 +57,14 @@ test_that("continous, without NAs, with negative", {
     expect_equal_to_reference(res, 'smk_expt-results/ds.ranksSecure-cont_neg.rds')
 })
 
-context("ds.ranksSecure::smk_expt::continous, with NAs, all positive")
+# context("ds.ranksSecure::smk_expt::continous, with NAs, all positive")
 test_that("continous, with NAs, all positive", {
     res <- ds.ranksSecure("D$LAB_TSC")
 
     expect_equal_to_reference(res, 'smk_expt-results/ds.ranksSecure-cont_nas.rds')
 })
 
-context("ds.ranksSecure::smk_expt::continous, with NAs, with negative")
+# context("ds.ranksSecure::smk_expt::continous, with NAs, with negative")
 test_that("continous, with NAs, with negative", {
     res <- ds.ranksSecure("D$LAB_TRIG")
 
@@ -74,7 +75,7 @@ test_that("continous, with NAs, with negative", {
 # Done
 #
 
-context("ds.ranksSecure::smk_expt::shutdown")
+# context("ds.ranksSecure::smk_expt::shutdown")
 
 test_that("setup", {
     ds_expect_variables(c("D", "CC_LAB_TSC", "CC_LAB_TRIG", "final.quantile.df", "summary.ranks.df", "testvar.ranks"))
@@ -82,4 +83,4 @@ test_that("setup", {
 
 disconnect.studies.dataset.cnsim()
 
-context("ds.ranksSecure::smk_expt::done")
+# context("ds.ranksSecure::smk_expt::done")