The Theory of Decision Procedures for Distributions with Monotone Likelihood Ratio

Abstract

0. Introduction and Summary. In many statistical decision problems, the observations can be summarized in a single sufficient statistic such that the likelihood ratio for any two distributions in the family under consideration is a monotone function of that statistic. This paper ...