rospca: Robust Sparse PCA using the ROSPCA Algorithm
Implementation of robust sparse PCA using the ROSPCA algorithm of Hubert et al. (2016) <doi:10.1080/00401706.2015.1093962>.
| Version: | 1.1.1 |
| Depends: | R (≥ 2.14.0) |
| Imports: | stats, graphics, parallel, mrfDepth (≥ 1.0.5), robustbase (≥ 0.92-6), pcaPP, rrcov, elasticnet, mvtnorm, pracma |
| Published: | 2024-12-02 |
| DOI: | 10.32614/CRAN.package.rospca |
| 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.r at gmail.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 |
Documentation:
| Reference manual: | rospca.pdf |
Downloads:
| Package source: | rospca_1.1.1.tar.gz |
| Windows binaries: | r-devel: rospca_1.1.1.zip, r-release: rospca_1.1.1.zip, r-oldrel: rospca_1.1.1.zip |
| macOS binaries: | r-release (arm64): rospca_1.1.1.tgz, r-oldrel (arm64): rospca_1.1.1.tgz, r-release (x86_64): rospca_1.1.1.tgz, r-oldrel (x86_64): rospca_1.1.1.tgz |
| Old sources: | rospca archive |
Reverse dependencies:
| Reverse suggests: | cellWise |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=rospca to link to this page.