I am working with a simple case of the multinomial distribution, as follows:
There are $k = 8$ different possible outcomes, each occurring with equal probability $p = \frac{1}{8}$.
What is the probability that, after $N$ trials, exactly $n$ of them resulted in outcome 1 (where $n$ might be any integer with $0 \leq n \leq N$)?