Which of the following is a potential remedy for multicollinearity? A. Take first differences of the dependent variable. B. Add dummy variables to the regression. C. Omit one or more of the collinear variables.
The first differencing is not a remedy for the collinearity, nor is the inclusion of dummy variables. The best potential remedy is to attempt to eliminate highly correlated variables.