A Note on the Asymptotic Efficiency of an Asymptotically Normal Estimator Sequence

Abstract

This paper gives a rigorous yet quite elementary proof that under fairly general conditions, the asymptotic efficiency of an asymptotically normal estimator sequence does not exceed unity. Both estimation of a single parameter and simultaneous estimation of several parameters are considered.