Multiple Linear Regression Analysis (MLR)

• Perform two different MLRs of your dependent variable against a selection of your independent variables, and use the Partial F-test to compare the two models. Based on this test, which of the two models is the preferred one? Comment on why this is the preferred model. • Given the correlations among the independent variables that you found earlier, are there any reasons to believe that we may have substantial multicollinearity? What does this mean? Comment on this in your Word document and, if necessary, undertake a remedy.                                                                                          

Sample Solution