Conditional Means and Covariances of Normal Variables with Singular Covariance Matrix

Abstract

This note gives formulas for conditional means and covariances—formulas which are valid even when the joint distribution is singular. The method is algebraic; it applies to any joint distribution for which independence and zero correlation are equivalent.