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Laplace approximation, quadrature and nested approximation methods for NIMBLE.

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nimbleQuad

Build Status CRAN

Laplace approximation, quadrature and nested approximation methods for NIMBLE.

Please see the NIMBLE website and main NIMBLE repository for more information.

Package Requirements

nimbleQuad must be used with version 1.4.0 or higher of the nimble package, because it makes use of the automatic differentiation (AD) feature of nimblereleased in nimble version 1.0.0 and extended in version 1.4.0.

For using the methods of nimbleQuad on a model, derivative calculations need to be built into for the model object. This is accomplished using the buildDerivs = TRUE argument in the call to nimbleModel as:

nimbleModel(code, constants, data, inits, buildDerivs = TRUE)

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Laplace approximation, quadrature and nested approximation methods for NIMBLE.

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