Gaussian processes and Bayesian moment estimation

Jean-Pierre Florens, Anna Simoni

Given a set of moment restrictions (MRs) that overidentify a parameter $\theta$, we investigate a semiparametric Bayesian approach for inference on $\theta$ that does not restrict the data d…