Variance Inflation Factor

Introduction: Variance Inflation Factor or VIF is basically a measure of multicollinearity of the independent variables in a multiple regression model. Mathematically, the VIF of a regression model is the ratio of the overall model to the variance of a model that includes only that single independent variable. The ratio is calculated for each independent […]