Calculation of Expectations

Many of the hardest problems in applied probability revolve around the calculation of expectations of one sort or another. On one level, these are merely humble exercises in integration or summation. However, we should not be so quick to dismiss the intellectual challenges. Readers are doubtless already aware of the clever applications of characteristic and moment-generating functions.