On nonparametric maximum likelihood for a class of stochastic inverse problems

Djalil Chafai, Jean-Michel Loubes

We establish the consistency of a nonparametric maximum likelihood estimator for a class of stochastic inverse problems. We proceed by embedding the framework into the general sett…