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Please show the work thank you! 5) For any predictor variable X and response Y, explain what of interest the equation E[(f(X) - Y)2] =

Please show the work thank you!

5) For any predictor variable X and response Y, explain what of interest the equation E[(f(X) - Y)2] = EleCX) - E[Y|XD2] + E[(Y - E[Y|X1)2]. which holds for any suitable function f, may imply concerning regression analysis

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