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 ...

The problem of testing the goodness of fit of the multinomial sampling model against an overdispersed Dirichlet-multinomial alternative is studied and an improved approximate sampling distribution is ...

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.

Alan B. Lowther, John R. Skalski, A Multinomial Likelihood Model for Estimating Survival Probabilities and Overwintering for Fall Chinook Salmon Using Release: Recapture Methods, Journal of ...

function for the multinomial distribution. Note that only the ordinal model is supported for the multinomial distribution, including the links CLOGIT for cumulative logit, CPROBIT for cumulative ...

To that end, they collected as much data as they could find surrounding wildfires occurring in Canada over the past 40 years. They then used that data to create what they describe as a multinomial ...