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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.1.1 |
rolling linux/jammy R-4.5 | rospca_1.1.1.tar.gz |
359.9 KiB |
1.1.1 |
rolling linux/noble R-4.5 | rospca_1.1.1.tar.gz |
359.8 KiB |
1.1.1 |
rolling source/ R- | rospca_1.1.1.tar.gz |
275.5 KiB |
1.1.1 |
latest linux/jammy R-4.5 | rospca_1.1.1.tar.gz |
359.9 KiB |
1.1.1 |
latest linux/noble R-4.5 | rospca_1.1.1.tar.gz |
359.8 KiB |
1.1.1 |
latest source/ R- | rospca_1.1.1.tar.gz |
275.5 KiB |
1.1.1 |
2026-04-26 source/ R- | rospca_1.1.1.tar.gz |
275.5 KiB |
1.1.1 |
2026-04-23 source/ R- | rospca_1.1.1.tar.gz |
275.5 KiB |
1.1.1 |
2026-04-09 windows/windows R-4.5 | rospca_1.1.1.zip |
362.2 KiB |
1.1.1 |
2025-04-20 source/ R- | rospca_1.1.1.tar.gz |
275.5 KiB |
Dependencies (latest)
Imports
- stats
- graphics
- parallel
- mrfDepth (>= 1.0.5)
- robustbase (>= 0.92-6)
- pcaPP
- rrcov
- elasticnet
- mvtnorm
- pracma