Maximum Likelihood Estimation of the Parameters in a Mixture of Two Univariate Normal Distributions; A Comparison of Different Algorithms

Abstract

The estimation of the five parameters in a mixture of two univariate normal densities was first considered by Karl Pearson as long ago as long ago as 1894. In t...