Related Articles ( Multicolinearity, Outliers, Variance inflation factor (VIF) )
A Reliable Approach for Diagnosing Multicollinearity: The Modified Fuzzy Robust Variance Inflation Factors Method
Outliers in datasets severely distort the detection of multicollinearity-an issue arising from strong correlations between explanatory variables in linear regression analysis. Conventional diagnostic tools, including correlation matrices, classical variance inflation factors (CVIF), and robust variance ...