Multinomial Logit Regression

Some articles on multinomial logit, logit, multinomial, multinomial logit regression:

Local Independence Of Irrelevant Alternatives - In Econometrics
... IIA is a property of the multinomial logit and the conditional logit models in econometrics outcomes that could theoretically violate this IIA (such as the outcome of ... Generalized extreme value, multinomial probit (also called conditional probit) and mixed logit are alternative models for nominal outcomes which relax IIA ... The multinomial probit model has as a disadvantage that it makes calculation of maximum likelihood infeasible for more than five alternatives as it involves multiple integrals ...
Multinomial Logit - Introduction
... Multinomial logit regression is used when the dependent variable in question is nominal (a set of categories which cannot be ordered in any meaningful way, also known as categorical) and ... Multinomial logit regression is a particular solution to the classification problem that assumes that a linear combination of the observed features and some ... Multinomial logit regression is appropriate in cases where the response is not ordinal in nature as in ordered logit ...