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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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| Pubblicato in: | Scientifica (Cairo) |
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| Autori principali: | , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Hindawi
2020
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7204127/ https://ncbi.nlm.nih.gov/pubmed/32399315 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2020/9758378 |
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