"nonparametric estimation"

Entropic risk minimization for nonparametric estimation of mixing distributions

We discuss a nonparametric estimation method for the mixing distributions in mixture models. The problem is formalized as a minimization of a one-parameter objective functional, which becomes the maximum likelihood estimation or the kernel vector …