Optimal and computationally tractable lower bounds for logistic log-likelihoods

Niccolò Anceschi, Cristian Castiglione, Tommaso Rigon +2

The logit transform is arguably the most widely-employed link function beyond linear settings. This transformation routinely appears in regression models for binary data and provid…