Science/Engineering Bayesian Methods for Data Analysis, Third Edition (Texts in Statistical Science Series)

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Author: Bradley. P. Carlin & Thomas A. Louis
Publisher: Chapman & Hall/CRC
Publish Date: June 30, 2008
ISBN: 1584886978

Product Description

A Proven Text from Two Highly Respected Authors 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 (MCMC) methods and related data analytic techniques. New to the Third Edition

New data examples, corresponding R and WinBUGS code, and homework problems

Explicit descriptions and illustrations of hierarchical modeling—now commonplace in Bayesian data analysis

A new chapter on Bayesian design that emphasizes Bayesian clinical trials

A completely revised and expanded section on ranking and histogram estimation

A new case study on infectious disease modeling and the 1918 flu epidemic

Ideal for Anyone Performing Statistical Analyses Focusing on applications from biostatistics, epidemiology, and medicine, this text builds on the popularity of its predecessors by making it suitable for even more practitioners and students.

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