Package: rospca 1.1.1
Tom Reynkens
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>.
Authors:
rospca_1.1.1.tar.gz
rospca_1.1.1.zip(r-4.5)rospca_1.1.1.zip(r-4.4)rospca_1.1.1.zip(r-4.3)
rospca_1.1.1.tgz(r-4.5-any)rospca_1.1.1.tgz(r-4.4-any)rospca_1.1.1.tgz(r-4.3-any)
rospca_1.1.1.tar.gz(r-4.5-noble)rospca_1.1.1.tar.gz(r-4.4-noble)
rospca_1.1.1.tgz(r-4.4-emscripten)rospca_1.1.1.tgz(r-4.3-emscripten)
rospca.pdf |rospca.html✨
rospca/json (API)
NEWS
| # Install 'rospca' in R: |
| install.packages('rospca', repos = c('https://treynkens.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/treynkens/rospca/issues
- Glass - Glass data
Last updated 3 months agofrom:8535e4d87a. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 29 2025 |
| R-4.5-win | OK | Jan 29 2025 |
| R-4.5-mac | OK | Jan 29 2025 |
| R-4.5-linux | OK | Jan 29 2025 |
| R-4.4-win | OK | Jan 29 2025 |
| R-4.4-mac | OK | Jan 29 2025 |
| R-4.3-win | OK | Jan 29 2025 |
| R-4.3-mac | OK | Jan 29 2025 |
Exports:angledataGendiagPlotrobpcarospcaselectLambdaselectPlotzeroMeasure
Dependencies:abindclicolorspaceDEoptimRelasticnetfansifarvergeometryggplot2gluegtableisobandlabelinglarslatticelifecyclelinproglpSolvemagicmagrittrMASSMatrixmatrixStatsmgcvmrfDepthmunsellmvtnormnlmepcaPPpillarpkgconfigplyrpracmaR6RColorBrewerRcppRcppArmadilloRcppEigenRcppProgressreshape2rlangrobustbaserrcovscalesstringistringrtibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Standardised last principal angle | angle |
| Generate sparse data with outliers | dataGen |
| Diagnostic plot for PCA | diagPlot |
| Glass data | Glass |
| ROBust PCA algorithm | robpca |
| RObust Sparse PCA algorithm | rospca |
| Selection of sparsity parameter using IC | selectLambda |
| Selection plot | selectPlot |
| Zero measure | zeroMeasure |