Using Henstock’s generalized Riemann integral, we show that, for any almost surely non-negative random variable X with probability density function fX and survival function sX(x) := ∫∞ x fX(t) dt, the expected value of X is given by E(Xz) = ∫∞0 fX(x) dx.