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INVESTIGATING THE IMPACT OF MULTICOLLINEARITY ON LINEAR REGRESSION ESTIMATES

The study was to investigate the impact of multicollinearity on linear regression estimates. The study was guided by the following specific objectives, (i) to examine the asymptotic properties of estimators and (ii) to compare lasso, ridge, elastic net with Ordinary Least Squares (OLS). The st...

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Autori principali: Adewoye Kunle Bayo, Ayinla Bayo Rafiu, Aminu Titilope Funmilayo, Onikola Isaac Oluyemi
Natura: Artigo
Lingua:Inglês
Pubblicazione: UiTM Press 2021-01-01
Serie:Malaysian Journal of Computing
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Accesso online:https://mjoc.uitm.edu.my/main/images/journal/vol6-1-2021/5-Bayo-et-al-Vol-61.pdf
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