We examine how the binomial distribution B (n, p) arises as the distribution Sn = ∑i=1n Xi of an arbitrary sequence of Bernoulli variables. It is shown that B (n, p) arises in infinitely many ways as ...

Moreover, gamma distributions (integer shape parameters) are limits of negative binomial distributions, and the normal distribution is a limit of negative binomial, Poisson, and gamma distributions.