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Statistical Decision Theory and Bayesian Analysis

James O. Berger (Autor)

1993 | 2., edition 1985. 3rd corr. printing
Springer Berlin (Hersteller)
978-3-540-96098-0 (ISBN)

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Statistical Decision Theory and Bayesian Analysis - James O. Berger
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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.

From the contents:
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
Appendices.

Reihe/Serie Springer Series in Statistics
Zusatzinfo 23 figs. XVI,640 pages.
Sprache deutsch
Gewicht 1129 g
Einbandart gebunden
Themenwelt Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte Bayes-Statistik • Entscheidungstheorie
ISBN-10 3-540-96098-8 / 3540960988
ISBN-13 978-3-540-96098-0 / 9783540960980
Zustand Neuware
Informationen gemäß Produktsicherheitsverordnung (GPSR)
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