18. Let X and Y be two randomly selected numbers from the set of positive integers

{1, 2, . . . , n}. Prove that ρ(X, Y ) = 1 if and only if X = Y with probability 1.

Hint: First prove that E



(X − Y )2



= 0; then use Exercise 17.