Estimation of the Parameters of Finite Location and Scale Mixtures.

摘要

A finite location mixture is represented as the sum of two independent random variables, and a finite scale mixture is represented as the product of two independent random variables. Using these representations, it is shown how to generate random samples from these mixtures, how to prove their identifiabilities, and how to estimate the unknown parameters.