Statistical Decision Theory and Bayesian Analysis - James O. Berger

Statistical Decision Theory and Bayesian Analysis

(Autor)

Buch | Softcover
618 Seiten
2010 | Softcover reprint of hardcover 2nd ed. 1985
Springer-Verlag New York Inc.
978-1-4419-3074-3 (ISBN)
171,19 inkl. MwSt
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.

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.

Erscheint lt. Verlag 1.12.2010
Reihe/Serie Springer Series in Statistics
Zusatzinfo XVI, 618 p.
Verlagsort New York, NY
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Mathematik Statistik
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte Analysis
ISBN-10 1-4419-3074-4 / 1441930744
ISBN-13 978-1-4419-3074-3 / 9781441930743
Zustand Neuware
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