Multinomial

• $P(D|\theta )=\frac{N!}{n_1!\dots n_l!}{\Pi }_{j=1}^l{\theta }_j^{n_j}$
• $N=n_1+\dots .+n_l$
• Generalized Binomial Distribution
• PMF