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A First Course in Bayesian Statistical Methods (Springer Texts in Statistics)

hardcoverJune 15, 2009
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ISBN-13: 9780387922997 ISBN-10: 0387922997
Publisher
Springer
Binding
hardcover
Published
June 15, 2009
Weight
2.8 lbs
Dimensions
23.40×1.80×15.60 cm

About this book

A First Course in Bayesian Statistical Methods (Springer Texts in Statistics) by Hoff, Peter D.. hardcover edition. ISBN: 9780387922997.

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.