Bayesian optimal adaptive estimation using a sieve prior

Julyan Arbel, Ghislaine Gayraud, Judith Rousseau

We derive rates of contraction of posterior distributions on nonparametric models resulting from sieve priors. The aim of the paper is to provide general conditions to get posterio…