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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| Main Authors: | , |
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| Format: | Article |
| Published: |
Little Lion Scientific
2022
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/98757/ http://www.jatit.org/volumes/Vol100No8/9Vol100No8.pdf |
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| Institution: | Universiti Teknologi Malaysia |