Correlation Coefficient, Linear Regression, Regression Modeling, Multicollinearity, Nonlinear Regression.
estimated regression coefficient is increased due to multicollinearity in the independent variables. A VIF value greater than 1 indicates the presence of multicollinearity. The higher the VIF, the higher the multicollinearity. Tolerance Tolerance is a measure of how much the variance of an