Empirical Bayes methods
Author(s)
Bibliographic Information
Empirical Bayes methods
(Monographs on statistics and applied probability, 35)(CRC revivals)
CRC Press, 2018, c1989
2nd ed
- : hbk
- Other Title
-
Empirical Bayes methods with applications
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Note
"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
Description and Table of Contents
Description
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.
Table of Contents
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
by "Nielsen BookData"