Performs robust and sparse correlation matrix estimation. Robustness is achieved based on a simple robust pairwise correlation estimator, while sparsity is obtained based on thresholding. The optimal thresholding is tuned via cross-validation. See Serra, Coretto, Fratello and Tagliaferri (2018) <doi:10.1093/bioinformatics/btx642>.
| Version: | 2.0.5 |
| Imports: | stats, graphics, Matrix, methods, parallel, foreach, doParallel, utils |
| Published: | 2025-09-09 |
| DOI: | 10.32614/CRAN.package.RSC |
| Author: | Luca Coraggio [cre, aut], Pietro Coretto [aut], Angela Serra [aut], Roberto Tagliaferri [ctb] |
| Maintainer: | Luca Coraggio <luca.coraggio at unina.it> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Citation: | RSC citation info |
| Materials: | NEWS |
| CRAN checks: | RSC results |
| Reference manual: | RSC.html , RSC.pdf |
| Package source: | RSC_2.0.5.tar.gz |
| Windows binaries: | r-devel: RSC_2.0.5.zip, r-release: RSC_2.0.5.zip, r-oldrel: RSC_2.0.5.zip |
| macOS binaries: | r-release (arm64): RSC_2.0.5.tgz, r-oldrel (arm64): RSC_2.0.5.tgz, r-release (x86_64): RSC_2.0.5.tgz, r-oldrel (x86_64): RSC_2.0.5.tgz |
| Old sources: | RSC archive |
Please use the canonical form https://CRAN.R-project.org/package=RSC to link to this page.
Need a high-speed mirror for your open-source project?
Contact our mirror admin team at info@clientvps.com.
This archive is provided as a free public service to the community.
Proudly supported by infrastructure from VPSPulse , RxServers , BuyNumber , UnitVPS , OffshoreName and secure payment technology by ArionPay.