Bayesian variable selection in linear regression models with instrumental variables

Gautam Sabnis, Yves Atchadé, Prosper Dovonon

Many papers on high-dimensional statistics have proposed methods for variable selection and inference in linear regression models by relying explicitly or implicitly on the assumpt…