Calculate Vif By Hand

Introduction & Importance

Variance Inflation Factor (VIF) is a statistical measure that quantifies the severity of multicollinearity in an ordinary least squares regression analysis. Calculating VIF by hand is crucial to understand the relationship between predictor variables and the response variable in your model.

For more information, see UCLA’s guide on VIF and University of Leicester’s explanation.