Penalized regression method in high dimensional data

In huge multivariate data set with a number of variables greater than the number of samples, the standard linear model (or ordinary least squares method) performs badly. In such situations, a better option is penalized regression, which allows you to design a linear regression model that is penalize...

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Bibliographic Details
Main Authors: Jaafar, Zuharah, Ismail, Norazlina
Format: Article
Published: Little Lion Scientific 2022
Subjects:
Online Access:http://eprints.utm.my/id/eprint/98757/
http://www.jatit.org/volumes/Vol100No8/9Vol100No8.pdf
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