Abstract

Abstract Craig's theorem concerns conditions necessary and sufficient for the stochastic independence of two quadratic forms in variates following a joint normal distribution. We give a standard formulation of Craig's theorem, one that encompasses both the nonsingular and the singular cases. But we prove this result using only linear algebra and calculus.

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