small. The Poisson distribution is a good approximation of the binomial distribution if is at least 20 and is smaller than or equal to 0.05, and an excellent approximation if and . Letting and be the respective cumulative density functions of the binomial and Poisson distributions, one has:

One derivation of this uses probability-generating functions. Consider a Bernoulli trial