Sabtu, 27 Maret 2010

Bayes and Empirical Bayes Methods for Data Analysis Pdf

Bayes and Empirical Bayes Methods for Data Analysis
Author: Bradley P. Carlin
Edition: 1
Binding: Hardcover
ISBN: 0412056119

Recent advances in computing-leading to the ability to evaluate increasingly complex models-has resulted in a growing popularity of Bayes and empirical Bayes (EB) methods in statistical practice. Download Bayes and Empirical Bayes Methods for Data Analysis (Chapman & Hall/CRC Texts in Statistical Science) from rapidshare, mediafire, 4shared. Bayes and Empirical Bayes Methods for Data Analysis answers the need for a ready reference that can be read and appreciated by practicing statisticians as well as graduate students. It introduces Bayes and EB methods, demonstrates their usefulness in challenging applied settings, and shows how they can be implemented using modern Markov chain Monte Carlo (MCMC) computational methods. Avoiding philosophical nit-picking, it shows how properly structured Bayes and EB procedures have good frequentist and Bayesian performance both in theory and practice.
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