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Robust-M new two-parameter estimator for linear regression models: Simulations and applications

Robust-M new two-parameter estimator for linear regression models: Simulations and applications

In the presence of multicollinearity and outliers, the ordinary least squares estimator remains inconsistent and unreliable. Several estimators have been proposed that can co-handle the problems of multicollinearity and outliers simultaneously. However, there is still a need to explore some other robust methods when the two anomalies appear in the …