Prove theorem. Please explain each step of proof. THEOREM B Under the assumptions of the standard statistical model, O Var ) 21 11 Ha Vart.) 1 *??? - (????, 14.2 Simple Linear Regression 549 Coveo. 8.) ??? - il Proof From a form for B1 given in Section 14.1 ??: 3)(y ) ??? ) B. ??? ??? ? The identity for the numerator f

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Prove theorem. Please explain each step of proof.    THEOREM B Under the assumptions of the standard statistical model, O  Var ) 21 11 Ha Vart.) 1 *??? - (????, 14.2 Simple Linear Regression 549 Coveo. 8.) ??? - il Proof From a form for B1 given in Section 14.1 ??:  3)(y ) ???  ) B. ???  ???  ? The identity for the numerator follows from expanding the product and using 0; - $) = 0. We then have Vart.) 1 im 2 4.- 1) which reduces to the desired expression. The other expressions may be derived similarly. Later we will give a more general proof.

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