Statistical Decision Theory and Bayesian Analysis, 2/e
暫譯: 統計決策理論與貝葉斯分析（第二版）

James O. Berger

Statistical Decision Theory and Bayesian Analysis, 2/e
  • 出版商: Springer
  • 出版日期: 1985-08-21
  • 售價: $7,660
  • 貴賓價: 9.5 折 $7,277
  • 語言: 英文
  • 頁數: 618
  • 裝訂: Hardcover
  • ISBN: 0387960988
  • ISBN-13: 9780387960982
  • 相關分類: 機率統計學 Probability-and-statistics

    • 海外代購書籍(需單獨結帳)

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商品描述

Description 

"The outstanding strengths of the book are its topic coverage, references, exposition, examples and problem sets... This book is an excellent addition to any mathematical statistician's library." -Bulletin of the American Mathematical Society 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.

 

Table of 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.

商品描述(中文翻譯)

**描述**
「這本書的突出優勢在於其主題涵蓋、參考文獻、闡述、範例和問題集……這本書是任何數學統計學家圖書館中的一個極佳補充。」- 美國數學學會公報。在這個新版本中，作者增加了大量有關貝葉斯分析的材料，包括關於重要主題的長篇新章節，如經驗貝葉斯和層級貝葉斯分析、貝葉斯計算、貝葉斯溝通和群體決策。隨著這些變更，這本書可以作為貝葉斯分析的自足入門書。此外，文本中許多決策理論部分也已更新，包括涵蓋現代主題的新章節，如最小最大多變量（Stein）估計。

**目錄**
1. 基本概念；2. 效用與損失；3. 先驗信息與主觀概率；4. 貝葉斯分析；5. 最小最大分析；6. 不變性；7. 前後分析與序列分析；8. 完全類與基本完全類；附錄。

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