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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 | 0.732 | |||||
R Square | 0.536 | |||||
Adjusted R Square | 0.511 | |||||
Standard Error | 4451.652 | |||||
Observations | 100 | |||||
ANOVA | ||||||
df | SS | MS | F | Significance F | ||
Regression | 5 | 2148222488 | 429644497.6 | 21.680 | 2.246E-14 | |
Residual | 94 | 1862816975 | 19817201.86 | |||
Total | 99 | 4011039463 | ||||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | |
Intercept | 528.896 | 2512.847 | 0.210 | 0.8338 | -4460.421 | 5518.213 |
Annual Income ($1000) | 139.220 | 15.531 | 8.964 | 2.936E-14 | 108.382 | 170.058 |
Household Size | 821.824 | 232.404 | 3.536 | 0.0006 | 360.381 | 1283.266 |
Education | -1104.740 | 299.596 | -3.687 | 0.0004 | -1699.595 | -509.885 |
TV Hours | 20.638 | 27.201 | 0.759 | 0.4499 | -33.371 | 74.646 |
Age | -8.312 | 45.476 | -0.183 | 0.8554 | -98.607 | 81.982 |
Is the overall model significant at the .05 level of significance?
Group of answer choices
No, with a p-value of 2.246.
Yes, with a p-value of 2.246x10-14.
No, with a p-value of 2.246x10-14.
No, with a p-value of 0.8338.
Yes, with a p-value of 0.8338.
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