Modified Robust Ridge M-Estimators in Two-Parameter Ridge Regression Model

The methods of two-parameter ridge and ordinary ridge regression are very sensitive to the presence of the joint problem of multicollinearity and outliers in the y-direction. To overcome this problem, modified robust ridge M-estimators are proposed. The new estimators are then compared with the exis...

Full description

Bibliographic Details
Main Authors: Seyab Yasin, Sultan Salem, Hamdi Ayed, Shahid Kamal, Muhammad Suhail, Yousaf Ali Khan
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2021/1845914