In the following regression, X = weekly pay, Y = income tax withheld, and n = 35
ID: 2913856 • Letter: I
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 offreedom for a two- tailed test for zero slope, and use Appendix D to find thecritical value at = .05. (c) What is your conclusion aboutthe slope? (d) Interpret the 95 percent confidence limits for theslope. (e) Verify that F = t2 for theslope. (f) In your own words, describe the fit of thisregression.
R2 0.202
Std.Error 6.816
n 35
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
Intercept 30.7963 6.4078 4.806 .0000 17.7595 43.8331
Explanation / Answer
a) the regression equationincome tax = 30.7963 + 0.0343 (weekly pay) b)the degrees of freedom , =33 d)the 95% confidence limits for slope (0.0101,0.0584) e)(t2) , (2.889)2 = 8.35(F)
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