Question
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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