Estimating the ratio of the smaller and the larger of two uniform scale parameters

Abstract

Independent random samples are drawn from two uniformly distributed populations with unknown scale parameters. The problem is to estimate the ratio of the minimum and the maximum of the two scale parameters. It is important because, in ranking and selection problem the true probability of correct selection {P(CS)) is a function of this ratio. In this paper several estimators are proposed and their performances are compared empirically.