NOTE: Due to a change in Vanderbilt University's course numbering system, BIOS 366 will become BIOS 8366 beginning in Fall 2015. In the coming weeks I will change the name of the repository to this new designation.
Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics
Course covers numerical optimization, Markov Chain Monte Carlo (MCMC), Metropolis-Hastings, Gibbs sampling, estimation-maximization (EM) algorithms, data augmentation algorithms with applications for model fitting and techniques for dealing with missing data.
Prerequisites: Bios 301 or permission of instructor. Students must be familiar with the Git version control system.
All content is licensed under CC-BY-SA 3.0 unless otherwise stated.