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(2) Let be a linear function of X, ie. = bo +b1X where bo and bi are fixed real numbers. We want to minimize the discrepancy of Y from Y, i.e. minimizing the quantity a) Find the values of bo and bi that minimizes Q (b) Use (a) to show that the minimal value of Q is σ -c 3xy 2 Cov2 (X.y Hint: You may use the fat that (b,bE[(Y -Yar (Y - Y)E(Y - Y) where Y.-bg + bİX and b, bị are the values you get from (a).

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imisin nespect to bi Cov (x,Y) vCx) We have uttina Volus of b nPuftins the Valu bo f b ve have Cer) 6下

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