Conjugate priors for Bayesian Variable Selection in exponential family Generalized Linear Models

Lucia Filippozzi, Iñigo Urteaga, Claudio Agostinelli

Covariate selection in Generalized Linear Models (GLMs) is a fundamental problem in statistics, as including irrelevant predictors might lead to overfitting and poor interpretabili…