Strong consistency of pseudo-likelihood parameter estimator for univariate Gaussian mixture models

Jüri Lember, Raul Kangro, Kristi Kuljus

We consider a new method for estimating the parameters of univariate Gaussian mixture models. The method relies on a nonparametric density estimator ${\hat{f}}_n$ (typically a kernel…