Statistical Decision Theory and Bayesian Analysis / Edition 2

Statistical Decision Theory and Bayesian Analysis / Edition 2

by James O. Berger
     
 

ISBN-10: 1441930744

ISBN-13: 9781441930743

Pub. Date: 12/01/2010

Publisher: Springer New York

In this new edition the author has added substantial material on Bayesian analysis, including lengthy new sections on such important topics as empirical and hierarchical Bayes analysis, Bayesian calculation, Bayesian communication, and group decision making. With these changes, the book can be used as a self-contained introduction to Bayesian analysis. In addition,

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Overview

In this new edition the author has added substantial material on Bayesian analysis, including lengthy new sections on such important topics as empirical and hierarchical Bayes analysis, Bayesian calculation, Bayesian communication, and group decision making. With these changes, the book can be used as a self-contained introduction to Bayesian analysis. In addition, much of the decision-theoretic portion of the text was updated, including new sections covering such modern topics as minimax multivariate (Stein) estimation.

Product Details

ISBN-13:
9781441930743
Publisher:
Springer New York
Publication date:
12/01/2010
Series:
Springer Series in Statistics
Edition description:
Softcover reprint of hardcover 2nd ed. 1985
Pages:
618
Product dimensions:
6.10(w) x 9.20(h) x 1.40(d)

Table of Contents

1. Basic concepts; 2. Utility and loss; 3. Prior information and subjective probability; 4. Bayesian analysis; 5. Minimax analysis; 6. Invariance; 7. Preposterior and sequential analysis; 8. Complete and essentially complete classes; Appendices.

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