Statistical decision theory and Bayesian analysis

James O. Berger

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.

「Nielsen BookData」より

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.

「Nielsen BookData」より

[目次]

  • 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.

「Nielsen BookData」より

[目次]

  • 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.

「Nielsen BookData」より

この本の情報

書名 Statistical decision theory and Bayesian analysis
著作者等 Berger, James O
Berger James O.
シリーズ名 Springer series in statistics
出版元 Springer-Verlag
刊行年月 c1985
版表示 2nd ed
ページ数 xvi, 617 p.
大きさ 25 cm
ISBN 3540960988
9781441930743
9780387960982
NCID BA00044983
※クリックでCiNii Booksを表示
言語 英語
出版国 アメリカ合衆国
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