BAYESIAN DATA ANALYSIS (2ND ED.)

This graduate textbook introduces the fundamentals of Bayesian inference and modeling, describes methods for computing posterior distributions in hierarchical models, and explores a few standard linear regression and generalized linear models. The second edition adds chapters on nonlinear models and decision analysis.