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Bolstad, William M., 1943-

Understanding computational Bayesian statistics / William M. Bolstad. - Hoboken, N.J. : Wiley, ©2010. - 1 online resource (xiv, 315 pages) : illustrations. - Wiley series in computational statistics . - Wiley series in computational statistics. .

Includes bibliographical references (pages 307-311) and index.

Front Matter -- Introduction to Bayesian Statistics -- Monte Carlo Sampling from the Posterior -- Bayesian Inference -- Bayesian Statistics Using Conjugate Priors -- Markov Chains -- Markov Chain Monte Carlo Sampling from Posterior -- Statistical Inference from a Markov Chain Monte Carlo Sample -- Logistic Regression -- Poisson Regression and Proportional Hazards Model -- Gibbs Sampling and Hierarchical Models -- Going Forward with Markov Chain Monte Carlo -- A: Using the Included Minitab Macros -- B: Using the Included R Functions -- References -- Topic Index -- Wiley Series in Computational Statistics.

Use copy


Electronic reproduction.
[S.l.] :
HathiTrust Digital Library,
2011.


Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
http://purl.oclc.org/DLF/benchrepro0212

ISBN: 9780470567371 0470567376 9780470046098 0470046090 9780470567340 0470567341 9781283446037 1283446030

Standard No.: 9786613446039

Source: 10.1002/9780470567371 Wiley InterScience http://www3.interscience.wiley.com

Subjects--Topical Terms:
Bayesian statistical decision theory--Data processing.
Bayesian statistical decision theory--Data processing.
Bayes-Entscheidungstheorie.

Index Terms--Genre/Form:
Electronic books.

LC Class. No.: QA279.5 / .B649 2010

Dewey Class. No.: 519.5/42