Joint Estimation of the Parameters of Two Normal Populations

Abstract

The problem of estimating a common mean from two independent sample means often arises. This paper describes an iteration method of jointly estimating a common mean and the individual variances of two normal populations. These estimates are either the maximum likelihood estimates or differ only slightly from them.