Exploratory Mediation Analysis of Dichotomous Outcomes Via Regularization

Exploratory mediation analysis via regularization, or XMed, is a recently developed technique that allows one to identify potential mediators of a process of interest. However, as currently implemented, it can only be applied to continuous outcomes. We extend this method to accommodate dichotomous outcomes, including both mediators and dependent variables.