Fast nonparametric near-maximum likelihood estimation of a mixing density

Minwoo Chae, Ryan Martin, Stephen G. Walker

Mixture models are regularly used in density estimation applications, but the problem of estimating the mixing distribution remains a challenge. Nonparametric maximum likelihood pr…