Statistical Decision Theory and Bayesian Analysis

Statistical Decision Theory and Bayesian Analysis
Author: James O. Berger
Publisher: Springer Science & Business Media
Total Pages: 633
Release: 2013-03-14
Genre: Mathematics
ISBN: 147574286X

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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.


Statistical Decision Theory and Bayesian Analysis
Language: en
Pages: 633
Authors: James O. Berger
Categories: Mathematics
Type: BOOK - Published: 2013-03-14 - Publisher: Springer Science & Business Media

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In this new edition the author has added substantial material on Bayesian analysis, including lengthy new sections on such important topics as empirical and hie
Introduction to Statistical Decision Theory
Language: en
Pages: 875
Authors: John Winsor Pratt
Categories: Statistical Decision
Type: BOOK - Published: 1994 - Publisher:

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Statistical Decision Theory
Language: en
Pages: 440
Authors: James Berger
Categories: Mathematics
Type: BOOK - Published: 2013-04-17 - Publisher: Springer Science & Business Media

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Decision theory is generally taught in one of two very different ways. When of opti taught by theoretical statisticians, it tends to be presented as a set of ma
Theory of Games and Statistical Decisions
Language: en
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Authors: David A. Blackwell
Categories: Mathematics
Type: BOOK - Published: 2012-06-14 - Publisher: Courier Corporation

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Evaluating statistical procedures through decision and game theory, as first proposed by Neyman and Pearson and extended by Wald, is the goal of this problem-or
Statistical Decision Theory
Language: en
Pages: 696
Authors: F. Liese
Categories: Mathematics
Type: BOOK - Published: 2008-12-30 - Publisher: Springer Science & Business Media

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For advanced graduate students, this book is a one-stop shop that presents the main ideas of decision theory in an organized, balanced, and mathematically rigor