In: Statistics and Probability
Below you are given a partial computer output based on a sample
of 8 observations relating an independent variable ( x)
and a dependent variable ( y).
| 
 Coefficient  | 
 Standard Error  | 
|
| Intercept | 
 13.251  | 
 10.77  | 
| x | 
 0.803  | 
 0.385  | 
| ANOVA | |
| 
 SS  | 
|
| Regression | |
| Error (Residual) | 
 41.674  | 
| Total | 
 71.875  | 
| a. | Develop the estimated regression equation. | 
| b. | At α = .05, test for the significance of the slope. | 
| c. | At α = .05, perform an F test. | 
| d. | Determine the coefficient of determination. | 

a. Develop the estimated regression equation.
Answer:
The estimated regression equation is:

b. At α = .05, test for the significance of the slope
Answer: Since the p-value for the slope is 0.0821, which is greater than 0.05, therefore, the slope coefficient is not significant at the 0.05 significance level.
c. At α = .05, perform an F test.
Answer: Since the p-value for the F- statistic is 0.0821, which is greater than 0.05, therefore, the regression equation is not significant at the 0.05 significance level.
d. Determine the coefficient of determination.
Answer: The coefficient of determination is:
