Introduction to Bayesian Statistics: 3 hours

Catalog description

(Prerequisite: ST 6243 or ST 8114 or equivalent) Three hours lecture. This course introduces the principles and methods of Bayesian data analysis with applications to environmental, life, and social sciences. Topics include Bayes’ theorem, conjugate priors, posterior inference, hierarchical modeling, model checking, and computation with MCMC methods