Economics

What Is A High Variance Inflation Factor?

In a multiple regression model, the variance inflation factor (VIF) is a measure of multicollinearity among the independent variables. Multicollinearity must be detected because, while it has no effect on the model’s explanatory power, it does diminish the statistical significance of the independent variables. A strong variance inflation factor (VIF) on an independent variable implies

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