Empirical Bayes Methods with Applications

Nonfiction, Science & Nature, Mathematics, Probability, Statistics
Cover of the book Empirical Bayes Methods with Applications by J.S. Maritz, CRC Press
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Author: J.S. Maritz ISBN: 9781351088565
Publisher: CRC Press Publication: January 18, 2018
Imprint: Chapman and Hall/CRC Language: English
Author: J.S. Maritz
ISBN: 9781351088565
Publisher: CRC Press
Publication: January 18, 2018
Imprint: Chapman and Hall/CRC
Language: English

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.

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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.

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