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.

The LSMEANS statement is not available for multinomial distribution models for ordinal response data. Each LS-mean is computed as , where L is the coefficient matrix associated with the least-squares ...