Bayesian Methods for Data Analysis 3rd Edition by Bradley Carlin, Thomas Louis 1584886978 9781584886976
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Product details:
ISBN 10: 1584886978
ISBN 13: 9781584886976
Author: Bradley P. Carlin; Thomas A. Louis
Broadening its scope to nonstatisticians, Bayesian Methods for Data Analysis, Third Edition provides an accessible introduction to the foundations and applications of Bayesian analysis. Along with a complete reorganization of the material, this edition concentrates more on hierarchical Bayesian modeling as implemented via Markov chain Monte Carlo
Table of contents:
CHAPTER 1: Approaches for statistical inference
CHAPTER 2: The Bayes approach
CHAPTER 3: Bayesian computation
CHAPTER 4: Model criticism and selection
CHAPTER 5: The empirical Bayes approach
CHAPTER 6: Bayesian design
CHAPTER 7: Special methods and models
CHAPTER 8: Case studies
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Tags: Bradley Carlin, Thomas Louis, Bayesian, Methods