Bayesian Core A Practical Approach to Computational Bayesian Statistics

Name: Bayesian Core A Practical Approach to Computational Bayesian Statistics
Price: 22.5 USD
Availability: InStock
ISBN: 9780387389790

ISBN-10: 0387389792

ISBN-13: 9780387389790

Edition: 2007

Authors: Jean-Michel Marin, Christian P. Robert

List price: $89.95

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Description:

This Bayesian modeling book is intended for practitioners and applied statisticians looking for a self-contained entry to computational Bayesian statistics. Focusing on standard statistical models and backed up by discussed real datasets available from the book website, it provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical justifications. Special attention is paid to the derivation of prior distributions in each case and specific reference solutions are given for each of the models. Similarly, computational details are worked out to lead the reader towards an effective programming of the methods given in the book. While R programs…

Book details

List price: $89.95
Copyright year: 2007
Publisher: Springer
Publication date: 12/4/2007
Binding: Hardcover
Pages: 258
Size: 6.25" wide x 9.50" long x 0.75" tall
Weight: 1.034
Language: English



User's manual


Normal models


Regression and variable selection


Generalised linear models


Capture-recapture experiments


Mixture models


Dynamic models


Image analysis