PHS 7440 - Bayesian Analysis

Provides intro to Bayesian methods with emphasis on medeling and applications. The topics to be covered include methods for forming prior distributions such as conjugate and noninformative priors, derivation of posterior and predictive distributions and their moments, and development of Bayesian models including linear regression, generalized linear models and hierarchical models.

Credits: 3