ABSTRACT
The multinomial logit (MNL) model encompasses the most popular approach to
modeling a categorical dependent variable when there are more than two categories
and the categories are unordered. Polytomous categorical dependent variables oc-
cur in numerous applications in the human sciences, economics, medicine, market
research, operations research, and engineering.