Penalized polytomous ordinal logistic regression using cumulative logits. Application to network inference of zero-inflated variables

Aurélie Deveau, Anne Gégout-Petit, Clémence Karmann

We consider the problem of variable selection when the response is ordinal, that is an ordered categorical variable. In particular, we are interested in selecting quantitative expl…