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Statistical Decision Theory and Bayesian Analysis

Statistical Decision Theory and Bayesian Analysis

作者:James O. Berger

分类:文学

ISBN:9780387960982

出版时间:1993-3-25

出版社:Springer

标签: 贝叶斯  机器学习  Statistics  概率论  数学  统计学习  人工智能  统计 

内容简介

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.

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