A note on the proof by H. E. Daniels of the asymptotic efficiency of a maximum likelihood estimator

Abstract

SUMMARY A corrected proof of an important preliminary result of Daniels (1961) is presented. Daniels's work, showing that a well-behaved second dericative of the expected log likelihood function, rather than of the log likelihood function, is the key to asymptotic efficiency, is thus complete.