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The following regression output was obtained from a study of architectural firms. The dependent variable is the total amount of fees in millions of dollars.
The following regression output was obtained from a study of architectural firms. The dependent variable is the total amount of fees in millions of dollars.
Predictor | Coefficient | SE Coefficient | t | p-value | ||||||||
Constant | 9.936 | 2.986 | 3.328 | 0.010 | ||||||||
x1 | 0.211 | 0.266 | 0.793 | 0.000 | ||||||||
x2 | 1.135 | 0.573 | 1.981 | 0.028 | ||||||||
x3 | 0.303 | 0.105 | 2.886 | 0.114 | ||||||||
x4 | 0.627 | 0.314 | 1.997 | 0.001 | ||||||||
x5 | 0.043 | 0.025 | 1.720 | 0.112 | ||||||||
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Analysis of Variance | ||||||||||
Source | DF | SS | MS | F | p-value | |||||
Regression | 5 | 1,870.85 | 374.2 | 9.67 | 0.000 | |||||
Residual Error | 60 | 2,321.40 | 38.69 | |||||||
Total | 65 | 4,192.25 | ||||||||
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