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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

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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