Consistency of the MLE under a two-parameter gamma mixture model with a structural shape parameter

Mingxing He, Jiahua Chen

The finite Gamma mixture model is often used to describe randomness in income data, insurance data, and data from other applications. The popular likelihood approach, however, does…