Bayesian Statistics

3 credits · Graduate Programs

Fundamentals of Bayesian inference, single and multiparameter models, hierarchical models, regression models, generalized linear models, advanced computational methods, Markov chain Monte Carlo. Prerequisite(s): Admission to a graduate program in Mathematics and Statistics or consent of the Department. Antirequisite(s): Credit for Statistics 619 and 519 will not be allowed.