Empirical Bayes methods
著者
書誌事項
Empirical Bayes methods
（Monographs on statistics and applied probability, 35）（CRC revivals）
CRC Press, 2018, c1989
2nd ed
- : hbk
- タイトル別名
-
Empirical Bayes methods with applications
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注記
"First published 1970, 1989 by CRC Press, Taylor & Francis Group ... Reissued 2018 by CRC Press"--T.p. verso
Includes bibliography (p. [272]-279) and indexes
内容説明・目次
内容説明
The second edition of Empirical Bayes Methods details are provided of the derivation and the performance of empirical Bayes rules for a variety of special models. Attention is given to the problem of assessing the goodness of an empirical Bayes estimator for a given set of prior data. A chapter is devoted to a discussion of alternatives to the empirical Bayes approach and there is also a chapter giving details of several actual applications of empirical Bayes method.
目次
1. Introduction to Bayes and Empirical Bayes methods 2. Estimation of the Prior Distribution 3. Empirical Bayes Point Estimation 4. Empirical Bayes Point Estimation: Vector parameters 5. Testing of Hypotheses 6. Bayes and Empirical Bayes interval Estimation 7. Alternatives to Empirical Bayes 8. Applications of EB Methods
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