Let X,Y ~U(0, 1) be independent random variables uniformly distributed over (0, 1) and Z = X+2Y.
(a) Find the LMMSE estimator of X given Z. (b) Find the MMSE estimator of X given Z. Is LMMSE and MMSE estimator the same?