Bayes estimates under bounded loss

Abstract

Regions containing all possible Bayes estimates under certain classes of bounded loss functions are given for many standard distributions. The properties of such regions are studied in depth for general classes of posterior distributions. Estimators are proposed that replace the posterior mean.