Tools for Statistical Inference : Methods for the Exploration of Posterior Distributions and Likelihood Functions

Language: English

Published by Springer, Springer, 2011

1461284716 / 9781461284710

Series: Book 31 of 160 - Springer Series in Statistics

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - This book provides a unified introduction to a variety of computational algorithms for Bayesian and likelihood inference. In this third edition, I have attempted to expand the treatment of many of the techniques discussed. I have added some new examples, as well as included recent results. Exercises have been added at the end of each chapter. Prerequisites for this book include an understanding of mathematical statistics at the level of Bickel and Doksum (1977), some understanding of the Bayesian approach as in Box and Tiao (1973), some exposure to statistical models as found in McCullagh and NeIder (1989), and for Section 6. 6 some experience with condi tional inference at the level of Cox and Snell (1989). I have chosen not to present proofs of convergence or rates of convergence for the Metropolis algorithm or the Gibbs sampler since these may require substantial background in Markov chain theory that is beyond the scope of this book. However, references to these proofs are given. There has been an explosion of papers in the area of Markov chain Monte Carlo in the past ten years. I have attempted to identify key references-though due to the volatility of the field some work may have been missed.

Seller Inventory # 9781461284710

Title
Tools for Statistical Inference : Methods for the Exploration of Posterior Distributions and Likelihood Functions
Author
Martin A. Tanner
Publisher
Springer, Springer
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1461284716
ISBN 13
9781461284710
Edition
3rd Edition
Item weight
341 grams
Dimensions
235x155x13 mm
Series
Book 31 of 160: Springer Series in Statistics

AHA-BUCH GmbH

Einbeck, Germany

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