The Equivalence of Maximum Likelihood and Weighted Least Squares Estimates in the Exponential Family

Abstract

In this article it is shown that weighted least squares estimators for the coefficients of a multiple regression model are the same as the maximum likelihood estimators when the dependent observations are from a member of the regular exponential class of distributions.