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Bayesian Choice From Decision-Theoretic Foundations to Computational Implementation

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ISBN-10: 0387715983

ISBN-13: 9780387715988

Edition: 2nd 2007

Authors: Christian P. Robert

List price: $99.99
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Description:

Winner of the 2004 DeGroot Prize The DeGroot Prize is awarded every two years by the International Society for Bayesian Analysis in recognition of an important, timely, thorough and notably original contribution to the statistics literature.This graduate-level textbook presents an introduction to Bayesian statistics and decision theory. Its scope covers both the basic ideas of statistical theory, and also some of the more modern and advanced topics of Bayesian statistics such as complete class theorems, the Stein effect, Bayesian model choice, hierarchical and empirical Bayes modeling, Monte Carlo integration, including Gibbs sampling and other MCMC techniques. The second edition includes a…    
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Book details

List price: $99.99
Edition: 2nd
Copyright year: 2007
Publisher: Springer New York
Publication date: 8/27/2007
Binding: Paperback
Pages: 606
Size: 6.10" wide x 9.25" long x 1.00" tall
Weight: 1.914

Decision-theoretic foundations of statistical inference
From prior information to prior distributions
Bayesian point estimation
Tests and confidence regions
Bayesian Calculations
Model Choice
Admissibility and complete classes
Invariance, Haar measures, and equivariant estimators
Hierarchical and empirical Bayes extensions
A defense of the Bayesian choice