Consider the experiments: First draw a Poisson random variable N with parameter ?. Then perform N independent Bernoulli trial each with success probability p. Let Z be the total number of successes in the whole experiment. What are the mean and variance of Z?
Suppose that X and Y are independent exponential random variables each with rate ?. What is the conditional probability of X, given that Z = X + Y = z?