On asymptotic optimality of bayes empirical bayes estimators |
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Authors: | Tze Fen Li |
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Affiliation: | Department of Mathematics , Rutgers University at Camden , Canden, KJ, 08102 |
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Abstract: | In an empirical Bayes decision problem, a prior distribution ? is placed on a one-dimensfonal family G of priors Gw, wεΩ, to produce a Bayes empirical Bayes estimator, The asymptotic optimaiity of the Bayes estimator is established when the support of ? is Ω and the marginal distributions Hw have monotone likelihood ratio and continuous Kullback-Leibler information number. |
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Keywords: | asymptotic optimality empirical Bayes |
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