Convergence results for approximations with independent variables

Abstract

For a square integrable m-dimensional random variable X on a probability space (Ω, F, P) and a sub sigma algebra A, we show that there is a constructive way to represent X − E[X | A] as the sum of a series of variables that are independent of A.