Let and be random variables with means x and y, variances 2x and 2y, and correlation coefficient

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Let and be random variables with means μx and μy, variances σ2x and σ2y, and correlation coefficient ρ X, Y.
(a) Find the value of the constant which minimizes.
(b) Find the value of when is given as determined in part (a).
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