If it has a distribution from the same family of distributions as the original variables, that family of distributions is said to be closed under convolution. Examples of such univariate distributions are: normal distributions, Poisson distributions, binomial distributions (with common success probability), negative binomial distributions (with common success probability), gamma distributions (wit