The multinomial model is an ordinal model if the categories have a natural order. The GENMOD procedure orders the response categories for ordinal multinomial models from lowest to highest by default.

Multinomial NB combines the suggestions in a mathematically sound way based on probability to make the prediction. Multinomial NB is called "naive" (meaning unsophisticated) because each predictor ...

Discrete choice models are now used in a variety of situations in applied econometrics. By far the model specification which is used most often is the multinomial logit model. Yet it is widely known ...

PROC GENMOD now includes an LSMEANS statement that provides an extension of least squares means to the generalized linear model. In addition, the ESTIMATE statement is now supported. The new ...

The deficiency distance between a multinomial and a multivariate normal experiment is bounded under a condition that the parameters are bounded away from zero. This result can be used as a key step in ...