Question: For this question, use the following multiple regression output (which may differ from the output in other questions, even though the variables are the same).

For this question, use the following multiple regression output (which may differ from the output in other questions, even though the variables are the same). SUMMARY OUTPUT Regression Statistics Multiple R 0.645 R Square 0.416 Adjusted R 0.385 Square Standard Error 4599.979 Observations 100 ANOVA Significance df SS MS F F Regression 5 1415098336 283019667 13.375 7.595E-10 Residual 94 1989021846 21159807 Total 99 3404120182 Standard Upper Coefficients t Stat P-value Lower 95% Error 95% Intercept 3176.846 2790.016 1.139 0.2577 -2362.796 8716.489 Annual Income 5.240E- 119.665 16.134 7.417 87.630 151.700 ($1000) 11 Household 592.620 220.534 2.687 0.0085 154.744 1030.496 Size Education -617.648 307.172 -2.011 0.0472 -1227.546 -7.751 TV Hours -7.574 29.487 0.257 0.7978 -66.121 50.973 Age -22.418 42.243 -0.531 0.5969 -106.293 61.456 Is the overall model significant at the .05 level of significance? O Yes, with a p-value of 0.2577. O No, with a p-value of 0.2577. O No, with a p-value of 7.595x10-10 O Yes, with a p-value of 7.595x10-10. O No, with a p-value of 7.595

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