In statistics, the variance inflation factor (VIF) is the ratio (quotient) of the variance of a parameter estimate when fitting a full model that includes other parameters to the variance of the parameter estimate if the model is fit with only the parameter on its own.[1] The VIF provides an index that measures how much the variance (the square of the estimate's standard deviation) of an estimated