Suppose that has a beta distribution with parameters (a, b), and that the conditional distribution of given that X = x is binomial with parameters (n + m, x). Show that the conditional density of x given that N = n is the density of a beta random variable with parameters (n + a, m + b). N is said to be a beta binomial random variable.