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Use R Bayesian Computation with R (Albert)

 
 Author(s)  Jim Albert
 Title  Bayesian Computation with R
 Edition  
 Year  2007
 Publisher  Springer
 ISBN  978-0-387-71384-7
 Website  www.springer.com
 book link
 




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.



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