Performs Penalized Multivariate Analysis: a penalized matrix decomposition, sparse principal components analysis, and sparse canonical correlation analysis, described in Witten, Tibshirani and Hastie (2009) <doi:10.1093/biostatistics/kxp008> and Witten and Tibshirani (2009) Extensions of sparse canonical correlation analysis, with applications to genomic data <doi:10.2202/1544-6115.1470>.
Version: | 1.2-4 |
Depends: | R (≥ 2.10) |
Imports: | utils |
Published: | 2024-09-03 |
DOI: | 10.32614/CRAN.package.PMA |
Author: | Daniela Witten [aut], Rob Tibshirani [aut], Sam Gross [aut], Balasubramanian Narasimhan [cre, aut] |
Maintainer: | Balasubramanian Narasimhan <naras at stanford.edu> |
BugReports: | https://github.com/bnaras/PMA/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/bnaras/PMA |
NeedsCompilation: | yes |
Materials: | README NEWS |
In views: | Omics |
CRAN checks: | PMA results |
Reference manual: | PMA.pdf |
Package source: | PMA_1.2-4.tar.gz |
Windows binaries: | r-devel: PMA_1.2-4.zip, r-release: PMA_1.2-4.zip, r-oldrel: PMA_1.2-4.zip |
macOS binaries: | r-release (arm64): PMA_1.2-4.tgz, r-oldrel (arm64): PMA_1.2-4.tgz, r-release (x86_64): PMA_1.2-4.tgz, r-oldrel (x86_64): PMA_1.2-4.tgz |
Old sources: | PMA archive |
Reverse depends: | CVR, EESPCA, LPGraph |
Reverse imports: | HMC, miRSM, omicRexposome, prinvars, RFCCA |
Reverse suggests: | conos, epca |
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