Beta negative binomial distribution

In probability theory, a beta negative binomial distribution is the probability distribution of a discrete random variable  equal to the number of failures needed to get successes in a sequence of independent Bernoulli trials. The probability of success on each trial stays constant within any given experiment but varies across different experiments following a beta distribution. Thus the distribution is a compound probability distribution.

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