Bayesian Analysis I

Catalog description

Bayes' theorem, subjective probability, non-informative priors, conjugate prior, asymptotic properties, model selection, computation, hierarchical models, hypothesis testing, inference, predication, applications. Credit Hour s : 3 Prerequisites: STAT 4760 or STAT 7760 and MATH 4140 or MATH 7140 or instructor's consent