Consider a probability model for the random pair (y,x) with joint density f(y,x) = (1/x) exp(-xy) for 00 0 otherwise
a) Find the marginal distribution of x and the conditional density of y|x .
b) Find both the optimal squared error loss and optimal absolute error loss predictors of y based on x .
c) Evaluate the risk of the optimal squared error loss predictor.