Reconstruction of conditional expectations from product moments with applications

摘要

In this paper, it is shown under conditions associated with the moment problem that a sequence of product moments uniquely determines a conditional expectation of two random variables. Then, a numerical procedure is derived to reconstruct a conditional expectation in terms of a sequence of its product moments.