Mansoor Ahmad

Condition number-based new robust ridge M-estimator for linear regression model with penalty of multicollinearity and outlier

In multiple linear regression models, traditional methods, such as OLS and ridge regression often fail due to multicollinearity and outliers in the y-direction. To address these issues, robust ridge M-estimators have been developed, offering resistance to outliers and multicollin...