Data was collected to explain an employee’s annual income raise (expressed in $’s) based on the employee’s rating (on a scale of 1-20) Based on the regression results, answer the following questions d) What is the standard error of the error term in the regression equation? e) Is the coefficient on the variable “rating” statistically significantly different than 0 at the 1% level of significance? How do you know? f) What is the predicted raise for someone with an 18 rating?

College Algebra (MindTap Course List)
12th Edition
ISBN:9781305652231
Author:R. David Gustafson, Jeff Hughes
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Chapter4: Polynomial And Rational Functions
Section4.6: Rational Functions
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Data was collected to explain an employee’s annual income raise (expressed in $’s) based on the employee’s rating (on a scale of 1-20) Based on the regression results, answer the following questions d) What is the standard error of the error term in the regression equation? e) Is the coefficient on the variable “rating” statistically significantly different than 0 at the 1% level of significance? How do you know? f) What is the predicted raise for someone with an 18 rating?
Complete the Table Below
Regression
Statistics
Multiple R
R Square
Adjusted R Square
0.709
Standard Error
Observations
8.
ANOVA
df
SS
MS
F
Significance F
Regression
726978.8
18.0
0.005394931
Residual
241771.2
Total
Standard
Upper
95%
Coefficients
Error
t Stat
P-value
Lower 95%
Intercept
rating
-201.5
543.6
0.724
146.5
34.5
0.005
Transcribed Image Text:Complete the Table Below Regression Statistics Multiple R R Square Adjusted R Square 0.709 Standard Error Observations 8. ANOVA df SS MS F Significance F Regression 726978.8 18.0 0.005394931 Residual 241771.2 Total Standard Upper 95% Coefficients Error t Stat P-value Lower 95% Intercept rating -201.5 543.6 0.724 146.5 34.5 0.005
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