Binomial distribution

A binomial distribution counts the number of successes after performing $N$ binary trials, each with probability of success $a$. It’s clear to see that the probability of $n$ successes is

The mean will be $\mu = aN$ and the variance $\Var = a(1-a)N$.

For large $N$, the binomial distribution approaches a normal distribution.