Modified One-Parameter Liu Estimator for the Linear Regression Model

Motivated by the ridge regression (Hoerl and Kennard, 1970) and Liu (1993) estimators, this paper proposes a modified Liu estimator to solve the multicollinearity problem for the linear regression model. This modification places this estimator in the class of the ridge and Liu estimators with a sing...

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Bibliographic Details
Main Authors: Adewale F. Lukman, B. M. Golam Kibria, Kayode Ayinde, Segun L. Jegede
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Modelling and Simulation in Engineering
Online Access:http://dx.doi.org/10.1155/2020/9574304
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