Use the multinomial distribution (see online Appendix D) to specify a polytomous logit model for discrete explanatory variables (analogous to the binomial logit model), where combinations of explanatory-variable values are replicated. Derive the likelihood under the model and the maximum-likelihood estimating equations.
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