Strong log-concavity in probit regression

Martin Chak, Giacomo Zanella, Zoraida F. Rico

We show that strong log-concavity emerges in probit regression likelihoods without ridge penalization (i.e. Gaussian priors), unlike for the logistic case. Specifically, we provide…