Use R Bayesian Computation with R (Albert)

Table of Contents

An introduction to R.

Introduction to Bayesian thinking.

Single-parameter models.

Multiparameter models.

Introduction to Bayesian computation.

Markov chain Monte Carlo methods.

Hierarchical modeling.

Model comparison.

Regression models.

Gibbs sampling.

Using R to interface with WinBUGS.