When you have completed this chapter, you will be able to: |
LO 14-1 | Describe the relationship between several independent variables and a dependent variable using multiple regression analysis.
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LO 14-2 | Develop and interpret an ANOVA table.
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LO 14-3 | Compute and interpret measures of association in multiple regression.
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LO 14-4 | Conduct a hypothesis test to determine whether a set of regression coefficients differ from zero.
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LO 14-5 | Conduct a hypothesis test of each regression coefficient.
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LO 14-6 | Use residual analysis to evaluate the assumptions of multiple regression analysis.
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LO 14-7 | Evaluate the effects of correlated independent variables.
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LO 14-8 | Evaluate and use qualitative independent variables.
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LO 14-9 | Explain stepwise regression.
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