Probabilities of large and moderate deviations for maximum likelihood estimates

Abstract

One proves theorems on the probabilities of large and moderate deviations for maximum likelihood estimates while for less restrictive assumptions one establishes coarse asymptotics for probabilities of large deviations in the regular case. Similar results are obtained in the case of observations in “white Gaussian noise.”