Variance Inflation Factor (VIF)
What is the Variance Inflation Factor (VIF)? The Variance Inflation Factor (VIF) measures the severity of multicollinearity in regression analysis. It is a statistical concept that indicates the increase in the variance of a regression coefficient as a result of collinearity. Variance Inflation Factor and Multicollinearity In ordinary least square (OLS) regression analysis, multicollinearity exists…