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Multiple Regression Analysis


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










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