Bayesian Hierarchical Models-With Applications Using R, Second Edition

This is the second edition of a book on applied Bayesian modelling using WinBUGS. It has been updated with a new chapter on regression for causal effects, and one on computing options and strategies. This latter chapter is particularly important, due to recent changes in computing with the emergence of Jags and Stan, both of which will be introduced here. The second edition also features updates throughout, modern references, new examples, etc.