11. This yields the multinomial logit model ( MNL ). 12. This formula is a special case of the multinomial formula for 3 } }. 13. For the multinomial distribution the analog to the Bernoulli Distribution is the categorical distribution. 14. :You are looking for the Multinomial theorem. 15. Relative species abundances in the UNTB model follow a zero-sum multinomial distribution. 16. 1979 Charles Lave developed the first disaggregate automobile choice model, using multinomial logit 17. Where the connection coefficients are multinomial coefficients. 18. The multinomial naive Bayes classifier becomes a linear classifier when expressed in log-space: 19. In general, distributions that result from a finite or infinite Dirichlet-multinomial distributions. 20. It is this positive correlation which gives rise to overdispersion relative to the multinomial distribution.