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The Homoskedasticity Only F-Statistic Is Given by the Formula Where SSRrestricted S S R _ { \text {restricted } }

Question 41

Essay

The homoskedasticity only F-statistic is given by the formula F=(SSRrestricted SSRunrestricted )/qSSRunrestricted /(nkunrestricted 1)F = \frac { \left( S S R _ { \text {restricted } } - S S R _ { \text {unrestricted } } \right) / q } { S S R _ { \text {unrestricted } } / \left( n - k _ { \text {unrestricted } } - 1 \right) } where SSRrestricted S S R _ { \text {restricted } } is the sum of squared residuals from the restricted regression, SSRunrestricted S S R _ { \text {unrestricted } } is the sum of squared residuals from the unrestricted regression, qq is the number of restrictions under the null hypothesis, and kunrestricted k _ { \text {unrestricted } } is the number of regressors in the unrestricted regression. Prove that this formula is the same as the following formula based on the regression R2R ^ { 2 } of the restricted and unrestricted regression:
F=(ESSwrratricted ESSrastricted )/q1ESSwurrestricted /(nkumrestricted 1)F = \frac { \left( E S S _ { \text {wrratricted } } - E S S _ { \text {rastricted } } \right) / q } { 1 - E S S _ { \text {wurrestricted } } / \left( n - k _ { \text {umrestricted } } - 1 \right) }

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