In the following regression, X= weekly pay, Y= income tax withheld, and n = 35 McDonald’s employees.
Question:
In the following regression, X= weekly pay, Y= income tax withheld, and n = 35 McDonald’s employees. (a) Write the fitted regression equation. (b). State the degrees of freedom for a two-tailed test for zero slope, find the critical value at α =.05 (c) What is your conclusion about the slope? (d) Interpret the 95 percent confidence limits for the slope. (e) Verify that F = \[{{t}^{2}}\] for the slope. (f) In your own words, describe the fit of this regression.
R\[^{2}\] | 0.202 | |||||
Std. Error | 6.816 | |||||
N | 35 | |||||
ANOVA table | ||||||
Source | SS | Df | MS | F | p-value | |
Regression | 387.6959 | 1 | 387.6959 | 8.35 | .0068 | |
Residual | 1,533.0614 | 33 | 46.4564 | |||
Total | 1,920.7573 | 34 | ||||
Regression output | Confidence interval | |||||
Variables | Coefficients | Std. error | T(df=33) | p-value | 95% lower | 95% upper |
Intercept Slope | 1,743.57 | 288.82 | 6.037 | .0000 | 1,119.61 | 2,367.53 |
Slope | -1.2163 | 0.4401 | -2.764 | .0161 | -2.1671 | -0.2656 |
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Solution Format: Word Document
Solution Format: Word Document