The Conditional Covariance Formula. The conditional covariance of X and Y, given Z, is def...

The Conditional Covariance Formula. The conditional covariance of X and Y, given Z, is defined by

(a) Show that

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(b) Prove the conditional covariance formula

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(c) Set X =Y in part (b) and obtain the conditional variance formula.