Estimation of the Smaller and Larger of Two Exponential Location Parameters with a Common Unknown Scale Parameter

Abstract

Assume independent random samples are drawn from two populations which are exponentially distributed with unknown location parameters and a common unknown scale parameter. The interest in this paper is to estimate the minimum and maximum of the unknown location parameters. Several estimators are proposed and their properties in terms of MSB and absolute bias are studied and compared.