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On asymptotic optimality of bayes empirical bayes estimators
Authors:Tze Fen Li
Institution:Department of Mathematics , Rutgers University at Camden , Canden, KJ, 08102
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.
Keywords:asymptotic optimality  empirical Bayes
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