When X and Y have expected values X = Y = 0, Theorem 12.3 says

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When X and Y have expected values µX = µY = 0, Theorem 12.3 says that XL(Y) = ρX,Y σXY Y.Show that this result is a special case of Theorem 12.8 when random vector Y is the one – dimensional random variable Y.

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