A flexible Bayesian generalized linear model for dichotomous response data with an application to text categorization

Susana Eyheramendy, David Madigan

We present a class of sparse generalized linear models that include probit and logistic regression as special cases and offer some extra flexibility. We provide an EM algorithm for…