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.