Lasso-penalized singular value decomposition, and principal components analyis based on this decomposition. The algorithms are based on Witten, Hastie and Tibshirani (2009), and is similar to that in the \pkg{PMA} package.
Package details |
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Author | Pieter Schoonees [aut, cre] |
Maintainer | Pieter Schoonees <schoonees@gmail.com> |
License | GPL-3 |
Version | 1.1 |
URL | https://github.com/schoonees/spca |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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