A First Course in Bayesian Statistical Methods

A First Course in Bayesian Statistical Methods
Author :
Publisher : Springer Science & Business Media
Total Pages : 270
Release :
ISBN-10 : 9780387924076
ISBN-13 : 0387924078
Rating : 4/5 (078 Downloads)

Book Synopsis A First Course in Bayesian Statistical Methods by : Peter D. Hoff

Download or read book A First Course in Bayesian Statistical Methods written by Peter D. Hoff and published by Springer Science & Business Media. This book was released on 2009-06-02 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained introduction to probability, exchangeability and Bayes’ rule provides a theoretical understanding of the applied material. Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves. The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods.

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