Semiparametric Bayesian Estimation and Comparison of Moment Condition Models
Mardi | 2016-03-29 Sully05 de 16h à 17h20 Anna SIMONI – Siddhartha CHIB – Minchul SHIN In this paper we consider the problem of inference in statistical models characterized via moment restrictions and develop a semiparametric Bayes procedure for selecting valid and relevant moments. We cast the moment estimation problem in the Exponentially Tilted Empirical Likelihood (ETEL) framework introduced by Schennach (2007). Because the ETEL has a well-defined probabilistic interpretation and plays the role of a likelihood, a fully Bayesian […]