STAT 681 - Bayesian Statistics

Units: 2
Bayes Theorem, subjective probability, conjugate priors, non-informative priors, posterior estimation, credible intervals, prediction, sensitivity analysis, comparison to classical procedures. MCMC, Gibbs sampling, hierarchical Bayesian models. Use of statistical software. Report writing.

Prerequisites: STAT 630.
Equivalent Quarter Course: STAT 6550.
Possible Instructional Methods: Entirely On-ground.
Grading: ABC/NC grading only.