Weighted least squares estimation of location and scale parameters

The method of weighted least squares is used to estimate the location and scale parameters of distribution functions of the form F{(x-µ)/?}. Explicit solutions are obtained for the parameter estimates and their variances. Applications are made to extreme value and normal distributions. A Monte Carlo study indicates the estimators are very good for means and good for variances. © 1987 by American Sciences Press, Inc.