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AuthorBerger, James O. author
TitleStatistical Decision Theory and Bayesian Analysis [electronic resource] / by James O. Berger
ImprintNew York, NY : Springer New York : Imprint: Springer, 1985
Edition Second Edition
Connect tohttp://dx.doi.org/10.1007/978-1-4757-4286-2
Descript XVI, 618 p. online resource

SUMMARY

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


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


Statistics Statistics Statistical Theory and Methods



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