Statistical Decision Theory and Bayesian Analysis

Przednia okładka
Springer Science & Business Media, 14 mar 2013 - 618
"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 American Mathematical Society 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.
 

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Spis treści

CHAPTER
1
CHAPTER 2
46
Exercises
70
CHAPTER 4
118
CHAPTER 5
308
CHAPTER 6
388
CHAPTER 7
432
CHAPTER 8
514
Complete and Essentially Complete Classes
521
APPENDIX 1
559
Verification of Formula 4 123
565
Bibliography
571
Notation and Abbreviations
599
Subject Index
609
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