Statistical Decision Theory and Bayesian Analysis
2nd Edition
Published on 1. December 2010
Book
Paperback/Softback
XVI, 618 pages
978-1-4419-3074-3 (ISBN)
Description
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.
Reviews / Votes
"The outstanding strengths of the book are its topic coverage, references, exposition, examples and problem sets... This book is an excellent addition to any mathematical statistician's library."(Bulletin of the Am. Mathematical Soc.)
More details
Series
Edition
Second Edition 1985
Language
English
Place of publication
New York
United States
Target group
Primary & secondary/elementary & high school
Graduate
Illustrations
XVI, 618 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 35 mm
Weight
955 gr
ISBN-13
978-1-4419-3074-3 (9781441930743)
DOI
10.1007/978-1-4757-4286-2
Schweitzer Classification
Other editions
Additional editions
James O. Berger
Statistical Decision Theory and Bayesian Analysis
E-Book
03/2013
2nd Edition
Springer
€192.59
Available for download
James O. Berger
Statistical Decision Theory and Bayesian Analysis
Book
08/1985
2nd Edition
Springer
€192.59
Shipment within 5-7 days
Content
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.- Appendix 1 Common Statistical Densities.- I Continuous.- II Discrete.- Appendix 2 Supplement to Chapter 4.- II Development of (4.121) and (4.122).- III Verification of Formula (4.123).- Appendix 3 Technical Arguments from Chapter 7.- I Verification of Formula (7.8).- II Verification of Formula (7.10).- Notation and Abbreviations.- Author Index.