Mean-field Variational Bayes for Sparse Probit Regression

Augusto Fasano, Giovanni Rebaudo

We consider Bayesian variable selection for binary outcomes under a probit link with a spike-and-slab prior on the regression coefficients. Motivated by the computational challenge…