Here contains some projects that I did over the course of my master degree and during my ACL rehab period.
I have written a pdf report for each project. Please take a look if you are interested.
I worked on developing a mixed effect model for a sensor device, which was created by Silicon Valley engineers and manufactured by companies in Asia. The non-linear mixed effect model is in here. The project is still in progress.
This is my master thesis. I built a statistical model to monitor and check whether the behaviour of individual college IP is suspicious or not over the 2.5 months. This contains some R codes that I used to perform parameter estimation for mixture models.
This is one of the projects which I believe is of paramount importance. This project essentially reproduce the Example 5.5 (combining information from Educational testing experiments in 8 schools) in Andrew Gelman's Book 'Bayesian Data Analysis'. Files under this project are a bit unstructured but I will try to improve it if I have time.