Let be a sum of squares of independent normal standardized variates , and suppose where is a quadratic form in the , distributed as Chi-Squared with Degrees of Freedom. Then is distributed as with Degrees of Freedom and is independent of . The converse of this theorem is known as Cochran's Theorem.

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1999-05-26