Rousseau, Judith; Mengersen, Kerrie - Université Paris-Dauphine (Paris IX) - 2011
In this paper we study the asymptotic behaviour of the posterior distribution in a mixture model when the number of components in the mixture is larger than the true number of components, a situation commonly referred to as overfitted mixture. We prove in particular that quite generally the...