Introduction to Variance Inflation Factor (VIF) A Variance Inflation Factor (VIF) is an essential diagnostic tool used in regression analysis to detect multicollinearity among independent variables. Multicollinearity occurs when two or more predictors are highly correlated with each other, and it can adversely impact the accuracy and reliability of a
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