Let X and Y be independent standard normal random variables. Consider the transformation U = X + Y and V = X-Y. a. Use the theory of distributions of functions of random variables (Jacobian) to find the joint pdf of U and V. Are U and V independent? Why? What is the distribution of U and the distribution of V?
b. Use moment generating functions to answer question (a).