Question

Negative Binomial distribution with parameter (r, p)​

Answer 1

If the likelihood function for an observation x is negative binomial(r, p) and p is distributed a priori as Beta(a, b) then the posterior distribution for p is Beta(a+r, b+x). Note that this is the same as having observed r successes and x failures with a binomial(r + x, p) likelihood.