Auray, Stéphane; Klutchnikoff, Nicolas; Rouvière, Laurent - Centre de Recherche en Économie et Statistique … - 2013
This paper deals with nonparametric estimation of conditional densities in mixture models. The proposed approach consists to perform a preliminary clustering algorithm to guess the mixture component of each observation. Conditional densities of the mixture model are then estimated using kernel...