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A 10-year study conducted by the American Heart Association provided data on how age, blood pressure and smoking relate to the risk of strokes. Risk

A 10-year study conducted by the American Heart Association provided data on how age, blood pressure and smoking relate to the risk of strokes. Risk is interpreted as the probability (times 100) that a person will have a stroke over the next 10-year period. For the smoker variable, 1 indicates a smoker and 0 indicates a nonsmoker. An analysis from this study follows.

SUMMARY OUTPUT

Regression Statistics

Multiple R

0.9346

R Square

0.8735

Adjusted R Square

0.8498

Standard Error

5.7566

Observations

20

ANOVA

df

SS

MS

F

Significance F

Regression

3

3660.7396

1220.2465

36.8230

0.0000

Residual

16

530.2104

33.1382

Total

19

4190.9500

Coefficients

Standard Error

t Stat

P-value

Lower 95%

Upper 95%

Intercept

-91.7595

15.2228

-6.0278

0.0000

-124.0303

-59.4887

Age

1.0767

0.1660

6.4878

0.0000

0.7249

1.4286

Blood Pressure

0.2518

0.0452

5.5680

0.0000

0.1559

0.3477

Smoker

8.7399

3.0008

2.9125

0.0102

2.3784

15.1013

How much does the risk increase for each year of age advance?

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