If X has the geometric distribution P{X=k} = qp (where k = 0, 1, ...), show that Var (X) = qp. Conclude that the negative binomial distri- bution {f(k; r,p)} has variance rqp 2 provided r is a positive integer. Prove by direct calculation that the statement remains true for all r > 0.