 Multinomial likelihood

For category counts $y_1,\dots ,y_k$ with fixed total $n$ and probabilities $p_1,\dots ,p_k$, the multinomial likelihood isIts maximum-likelihood fitted probabilities are ${\hat{p}}_j=y_j/n$.