In: Statistics and Probability
The following table compares the completion percentage and interception percentage of 5 NFL quarterbacks.
Completion Percentage 60 61 62 62 65 Interception Percentage 4.4 2.6 2.5 2.1 1.3
Step 4 of 5: Construct the 98% confidence interval for the slope. Round your answers to three decimal places.
Step 5 of 5: Construct the 95% confidence interval for the slope. Round your answers to three decimal places. Please help
Completion Percentage is independent variable and Interception Percentage is dependent variable
Excel > Data > Data Analysis > Regression
SUMMARY OUTPUT | ||||||||
Regression Statistics | ||||||||
Multiple R | 0.880029563 | |||||||
R Square | 0.774452032 | |||||||
Adjusted R Square | 0.699269376 | |||||||
Standard Error | 0.624537924 | |||||||
Observations | 5 | |||||||
ANOVA | ||||||||
df | SS | MS | F | Significance F | ||||
Regression | 1 | 4.017857143 | 4.017857143 | 10.30094006 | 0.048974652 | |||
Residual | 3 | 1.170142857 | 0.390047619 | |||||
Total | 4 | 5.188 | ||||||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | Lower 98.0% | Upper 98.0% | |
Intercept | 35.79428571 | 10.3524848 | 3.457555013 | 0.040712407 | 2.848058718 | 68.74051271 | -11.2132716 | 82.80184303 |
X | -0.535714286 | 0.166914781 | -3.209507759 | 0.048974652 | -1.066911615 | -0.004516957 | -1.29362471 | 0.222196139 |
Y = 35.7943-0.5357*X
a)
the 98% confidence interval for the slope = (-1.294, 0.222)
b)
the 95% confidence interval for the slope = (-1.067, -0.005)
(CI formula
CI = b1 +/- tc*Sb1
df = 3
tc = 4.5407(alpha = 0.02)
tc = 3.1824(alpha = 0.05))