A likelihood-based approach for multivariate categorical response regression in high dimensions

Aaron J. Molstad, Adam J. Rothman

We propose a penalized likelihood method to fit the bivariate categorical response regression model. Our method allows practitioners to estimate which predictors are irrelevant, wh…