STA 613.01

Class Room: 
Old Chem 025
Class time: 
TuTh 08:30 AM-09:45 AM
Instructor: 
Mukherjee, Sayan
Description: 
Methods of statistical inference and stochastic modeling with application to functional genomics and computational molecular biology. Topics include: statistical theory underlying sequence analysis and database searching; Markov models; elements of Bayesian and likelihood inference; multivariate high-dimensional regression models, applied linear regress analysis; discrete data models; multivariate data decomposition methods (PCA, clustering, multi-dimensional scaling); software tools for statistical computing. Instructor: Mukherjee or Schmidler
Course type: 
Graduate