A general treatment of alternative expectation formulae

Abstract

The moment of a positive random variable can be obtained by using the survival function. In this paper, we extend existing studies by giving formulae of the expectation of a more general function with respect to a random variable by using either cumulative distribution function or survival function. Both univariate and multivariate examples are given. These formulae can evaluate the expectation when obtaining the probability density/mass function is difficult.