Adaptivity of the NPMLE to finitely discrete mixing distributions in Gaussian/Poisson mixtures

Yan Zhang, Stanislav Volgushev

We study the nonparametric maximum likelihood estimator (NPMLE) for Gaussian and Poisson mixture models, assuming the support of the true mixing distribution lies in a fixed bounde…