Assessing the Quality of Regression Results
Melissa..11Consider the following multiple regression results. Using a= .05 as the significance level, identify all statistically significant predictors. In a relative sense, which variable has the strongest impact? What is the interpretation of the “constant” term?
| Independent Variables | Unstandardized Coefficients | Standardized Coefficients | t | Sig. | |
B | Std. Error | Beta | |||
| (Constant) | .991 | .106 | 9.362 | .000 | |
| Variable 1 | .045 | .101 | .015 | .445 | .657 |
| Variable 2 | -.051 | .084 | -.020 | -.607 | .544 |
| Variable 3 | .299 | .107 | .062 | 2.786 | .005 |
| Variable 4 | -.341 | .329 | -.023 | -1.039 | .299 |
| Variable 5 | .000 | .000 | -.011 | -.284 | .776 |
| Variable 6 | .000 | .000 | .009 | .251 | .802 |
| Variable 7 | .000 | .000 | -.011 | -.264 | .792 |
| Variable 8 | .000 | .000 | -.001 | -.022 | .983 |
| Variable 9 | -.003 | .005 | -.015 | -.704 | .482 |
| Variable 10 | .031 | .036 | .019 | .870 | .384 |
| Variable 11 | -.023 | .041 | -.013 | -.558 | .577 |
| Variable 12 | -.001 | .011 | -.003 | -.117 | .907 |
| Variable 13 | .000 | .000 | .050 | 2.310 | .021 |
| Variable 14 | .003 | .000 | .145 | 6.631 | .000 |
| Variable 15 | .000 | .000 | -.008 | -.380 | .704 |
| Variable 16 | .053 | .016 | .075 | 3.403 | .001 |
| Variable 17 | .006 | .014 | .430 | .458 | .647 |
| Variable 18 | -.006 | .013 | -.425 | -.450 | .653 |
| Variable 19 | -.136 | .156 | -.019 | -.869 | .385 |
Write your analysis in a 3- to 4-page Microsoft Word document.
Name your document SU_MBA5008_W5_A2_LastName_FirstInitial.doc.
Submit your analysis to the W5: Assignment 2 Dropbox by Week 5, Day 4.
Cite any sources using the APA format on a separate page.
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