The multinomial distribution is a generalization of the binomial distribution. A multinomial distribution has more than two possibilities but they must account for all possible outcomes. This idea c...The multinomial distribution is a generalization of the binomial distribution. A multinomial distribution has more than two possibilities but they must account for all possible outcomes. This idea can be extended to events which are indistinguishable from each other as well.