Arbel, Julyan; Gayraud, Ghislaine; Rousseau, Judith - Université Paris-Dauphine (Paris IX) - 2013
We derive rates of contraction of posterior distributions on non-parametric models resulting from sieve priors. The aim of the study was to provide general conditions to get posterior rates when the parameter space has a general structure, and rate adaptation when the parameter is, for example,...