In probability and statistics, Poisson distribution is a probability distribution. It is named after Siméon Denis Poisson, who discovered it in 1838. It measures the probability that a certain number of events occur within a certain period of time. The events need to be unrelated to each other. They also need to occur with a known average rate, represented by the symbol formula_1 (lambda).