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: 2.0.4 Imports: stats, graphics, Matrix, methods, parallel, foreach, doParallel, utils Published: 2023-04-17 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 Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=RSC to link to this page.
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