The goal of this problem is to prove rigorously a couple of useful formulae for normal random variables
1. Show that,
and use this formula to recover the well known fact
whenever X ∼ N(µ, σ2)
2. We now assume that X and Y are jointly-normal mean-zero random variables and that h is ANY function. Prove that: