Bayesian Variable Selection

Two-stage Bayesian variable selection for linear models using I-priors

In a previous work, I showed that the use of I-priors in various linear models can be considered as a solution to the over-fitting problem. In that work, estimation was still done using maximum likelihood, so in a sense it was a kind of …