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Based on These Regression Results, in Your Judgment Which Statement

Question 90

Multiple Choice

Based on these regression results, in your judgment which statement is most nearly correct (Y = highway miles per gallon in 91 cars) ? R20.499 Adjusted R20.444n91R0.707k9 Std. Error 4.019 Dep. Var. HwyMPG  Source  SS dfMSFp-value  Regression 1,305.72519145.08068.98.0000 Residual 1,308.38488116.1529 Total 2,614.109990\begin{array}{l}\begin{array} { r r r r } \mathrm { R } ^ { 2 } & 0.499 & & \\\text { Adjusted } \mathrm { R } ^ { 2 } & 0.444 & \mathrm { n } & 91 \\\mathrm { R } & 0.707 & \mathrm { k } & 9\end{array}\\\begin{array} { l l l } \text { Std. Error } & 4.019 & \text { Dep. Var. HwyMPG }\end{array}\\\begin{array} { l r r r r r } \hline \text { Source } & \text { SS } & d f & M S & F & p \text {-value } \\\hline \text { Regression } & 1,305.7251 & 9 & 145.0806 & 8.98 & .0000 \\\text { Residual } & 1,308.3848 & 81 & 16.1529 & & \\\hline \text { Total } & 2,614.1099 & 90 & & & \\\hline\end{array}\end{array}


A) The number of predictors is rather small.
B) Some predictors are not contributing much.
C) Prediction intervals would be fairly narrow in terms of MPG.
D) The overall model lacks significance and/or predictive power.

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