A Note on the Maximum Likelihood Estimator of the Logarithmic Series Distribution Parameter

Abstract

An explicit maximum likelihood estimator for the logarithmic distribution parameter and a closed-form expression for its asymptotic variance have been derived recently in the statistical literature. In this paper, we provide explicit expressions for the second-order bias, skewness and kurtosis of the maximum likelihood estimator. We also present Monte Carlo simulation experiments.