An expansion for the maximum likelihood estimator of location and its distribution function

Abstract

In this paper stochastic expansions of the maximum likelihood estimator for location and for the asymptotic expansion of the distribution function of this estimator are derived. A Cornish–Fisher expansion is also given for the quantile function of the distribution function. All expansions are given in explicit expressions.