Efficient semiparametric estimation and model selection for multidimensional mixtures

Elisabeth Gassiat, Judith Rousseau, Elodie Vernet

In this paper, we consider nonparametric multidimensional finite mixture models and we are interested in the semiparametric estimation of the population weights. Here, the i.i.d. o…