Mengersen, Kerrie; Robert, Christian P. - Université Paris-Dauphine (Paris IX) - 2011
In this paper, we show how a complete and exact Bayesian analysis of a parametric mixture model is possible in some cases when components of the mixture are taken from exponential families and when conjugate priors are used. This restricted set-up allows us to show the relevance of the Bayesian...