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A New Ridge-Type Estimator for the Linear Regression Model: Simulations and Applications

The ridge regression-type (Hoerl and Kennard, 1970) and Liu-type (Liu, 1993) estimators are consistently attractive shrinkage methods to reduce the effects of multicollinearity for both linear and nonlinear regression models. This paper proposes a new estimator to solve the multicollinearity problem...

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Detalles Bibliográficos
Autores principales: Kibria, B. M. Golam, Lukman, Adewale F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7204127/
https://www.ncbi.nlm.nih.gov/pubmed/32399315
http://dx.doi.org/10.1155/2020/9758378