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A First Course in Bayesian Statistical Methods - Hoff, Peter D
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* 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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A First Course in Bayesian Statistical Methods 2010, Springer, New York, NY

ISBN-13: 9781441928283

Trade paperback

A First Course in Bayesian Statistical Methods 2009, Springer, New York, NY

ISBN-13: 9780387922997

2009 edition

Hardcover