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 ro...

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Bibliographic Details
Main Authors: Taiwo Joel Adejumo, K. Ayinde, A. A. Akomolafe, O. S. Makinde, A. S. Ajiboye
Format: Article
Language:English
Published: Nigerian Society of Physical Sciences 2023-11-01
Series:African Scientific Reports
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Online Access:https://asr.nsps.org.ng/index.php/asr/article/view/138
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