Question: The following output is associated with a multiple regression model with three independent variables: a. What is the regression model associated with these data? b.
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a. What is the regression model associated with these data?
b. Is the model statistically significant?
c. How much of the variation in the dependent variable can be explained by the model?
d. Are all of the independent variables in the model significant? If not, which are not and how can you tell?
e. How much of a change in the dependent variable will be associated with a one-unit change in x2? In x3?
f. Do any of the 95% confidence interval estimates of the slope coefficients contain zero? If so, what does this indicate?
dfS MS F Significance F Regression 3 16,646.091 5.548.697 5.328 0007 Resda 2 2871669 ,041.508 Total 24 38.517.760 Coefficients Standard Error Stat pvlue Intercept 87.790 -0.970 0.002 -8.723 25.468 0.586 0.00 7.495 3.447 0.002 -1.656 0.113 3.133 0.005 -1.164 0.258 Lower 95% Upper 95% Lower 90% Upper 90% Intercept 34.827 40.753 43.966131.613 0.038 0.004 4.174 0.248 1979 21 89 0.00I -24.311 0.004 6.864 r2 0.001 -21.621
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