Empirical Bayes methods
著者
書誌事項
Empirical Bayes methods
（Monographs on statistics and applied probability, 35）
Chapman and Hall, 1989
2nd ed
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注記
Bibliography: p. [272]-279
Includes indexes
内容説明・目次
内容説明
Since the publication of the first edition of "Empirical Bayes methods" in 1970, there have been many contributions to the theory known as the empirical Bayes approach. This book collects and presents practical examples of the application of empirical Bayes ideas and techniques. The main changes that have been made are: inclusion of more details of published accounts of applications, more emphasis on linear EB methods, an account of some competitors of EB, a chapter on interval estimation, more material on multiparameter problems.
目次
- Introduction to Bayes and empirical Bayes methods
- estimation of the prior distribution
- empirical Bayes point estimation
- empirical Bayes point estimation - vector parameters
- testing of hypotheses
- Bayes and empirical Bayes interval estimation
- alternatives to empirical Bayes
- applications of EB methods.
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