Implementation of robust sparse PCA using the ROSPCA algorithm of Hubert et al. (2016) <doi:10.1080/00401706.2015.1093962>.
Version: | 1.1.0 |
Depends: | R (≥ 2.14.0) |
Imports: | stats, graphics, parallel, mrfDepth (≥ 1.0.5), robustbase (≥ 0.92-6), pcaPP, rrcov, elasticnet, mvtnorm, pracma |
Published: | 2024-03-31 |
Author: | Tom Reynkens [aut, cre], Valentin Todorov [ctb] (Original R code for PcaHubert and diagnostic plot in rrcov package), Mia Hubert [ctb], Eric Schmitt [ctb], Tim Verdonck [ctb] |
Maintainer: | Tom Reynkens <tomreynkens at hotmail.com> |
BugReports: | https://github.com/TReynkens/rospca/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/TReynkens/rospca |
NeedsCompilation: | no |
Materials: | NEWS |
In views: | Robust |
CRAN checks: | rospca results |
Reference manual: | rospca.pdf |
Package source: | rospca_1.1.0.tar.gz |
Windows binaries: | r-prerel: rospca_1.1.0.zip, r-release: rospca_1.1.0.zip, r-oldrel: rospca_1.1.0.zip |
macOS binaries: | r-prerel (arm64): rospca_1.1.0.tgz, r-release (arm64): rospca_1.1.0.tgz, r-oldrel (arm64): rospca_1.1.0.tgz, r-prerel (x86_64): rospca_1.1.0.tgz, r-release (x86_64): rospca_1.1.0.tgz |
Old sources: | rospca archive |
Reverse suggests: | cellWise |
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