A penalized approach to the bivariate logistic regression model for the association between ordinal responses

Marco Enea, Gianfranco Lovison

Bivariate ordered logistic models (BOLMs) are appealing to jointly model the marginal distribution of two ordered responses and their association, given a set of covariates. When t…