EMPIRICAL BAYES ESTIMATIONS FOR SOME DISTRIBUTION FAMILIES

Abstract

Some estimates of prior density based on orthogonal expansions are proposed for some family of conditional densities. Their related properties are studied. The associated empirical Bayes estimators are also proposed. Three examples are illustrated and some of its Monte Carlo results are also given.