Bayes Analysis for Truncation Distribution under Dependent Samples

摘要

Under negative associated samples, the empirical Bayes test rules for parameter of the one-side truncation distribution family are constructed with asymmetric loss functions and the asymptotically optimal property is obtained. It is shown that the convergence rates of the proposed EB test rules can arbitrarily close to O(n~(-1/2)) under suitable conditions.