The probability generating function of the discrete nonnegative integer valued random vari...

The probability generating function of the discrete nonnegative integer valued random variable X having probability mass function pj, j ≥ 0, is defined by

Let Y be a geometric random variable with parameter p = 1 − s, where 0<s<1. Suppose that Y is independent of X, and show that