Prove that the expectation is a linear system. Ex~p(x)[a (X) + b g(X)] = a E Ex~P(x)[(X)] + b Ex~p(x)[9(X)] You may treat X as a discrete variable. Hint: Use the identity Ex~P(x) [f(x)] = [P(X) (X) X