I'm not sure if I understand your problem. Are the i.i.d. random variables whose distribution you know? Then I don't think there are many tricks to apply here. You need to express the expectation that you are trying to compute as an integral, and compute that integral. You won't be able to compute it simply from the expectation . One thing you can say though, is that by Jensen's inequality, if the are positive random variables,