The following model was proposed for testing whether there

Chapter 11, Problem 102SE

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The following model was proposed for testing whether there was evidence of salary discrimination against women in a state university system:

          \(Y=\beta_{0}+\beta_{1} x_{1}+\beta_{2} x_{2}+\beta_{3} x_{1} x_{2}+\beta_{4} x_{2}^{2}+\varepsilon\)

where

When this model was fit to data obtained from the records of 200 faculty members, SSE = 783.90. The reduced model \(Y=\beta_{0}+\beta_{1} x_{2}+\beta_{2} x_{2}^{2}+2\) was also fit and produced a value of SSE = 795.23. Do the data provide sufficient evidence to support the claim that the mean salary depends on the gender of the faculty members? Use\(a=.05\).

Equation transcription:

Text transcription:

Y=beta{0}+\beta{1} x{1}+beta{2} x{2}+beta{3} x{1} x{2}+beta{4} x{2}^{2}+\varepsilon

Y=beta{0}+beta{1} x{2}+beta{2} x{2}^{2}+2

a=.05

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