Robust Bayesian model selection for heavy-tailed linear regression using finite mixtures

Flávio B Gonçalves, Marcos O. Prates, Victor H. Lachos

In this paper we present a novel methodology to perform Bayesian model selection in linear models with heavy-tailed distributions. We consider a finite mixture of distributions to…