Bayesian Computation with R (Second Edition) by Jim Albert
1 An Introduction to R
2 Introduction to Bayesian Thinking
3 Single-Parameter Models
4 Multiparameter Models
5 Introduction to Bayesian Computation
6 Markov Chain Monte Carlo Methods
7 Hierarchical Modeling
8 Model Comparison
9 Regression Models
10 Gibbs Sampling
11 Using R to Interface with WinBUGS