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Empirical Bayes Methods.

Empirical Bayes Methods.

・ISBN 978-0-8153-5037-8 paper GB£ 37.99

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お気に入り
電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 9781351140645
著者・編者Maritz, J. S.,
シリーズ (Routledge Library Editions: Econometrics)
出版社 (Routledge, US)
出版年月2019
ページ数298 pp.
言語ENG
ニュース番号<A01-59343>

解説

Originally published in 1970; with a second edition in 1989. Empirical Bayes methods use some of the apparatus of the pure Bayes approach, but an actual prior distribution is assumed to generate the data sequence. It can be estimated thus producing empirical Bayes estimates or decision rules.

In this second edition, 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. Chapters also focus on alternatives to the empirical Bayes approach and actual applications of empirical Bayes methods.