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Package: RSC
Type: Package
Title: Robust and Sparse Correlation Matrix
Description: 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>.
Authors@R: c(person("Luca", "Coraggio",
role = c("cre", "aut"), email = "luca.coraggio@unina.it"),
person("Pietro", "Coretto",
role = c("aut"), email = "pcoretto@unisa.it"),
person("Angela", "Serra",
role = c("aut"), email = "angela.serra@tuni.fi"),
person("Roberto", "Tagliaferri",
role = c("ctb"), email = "robtag@unisa.it"))
Author: Luca Coraggio [cre, aut],
Pietro Coretto [aut],
Angela Serra [aut],
Roberto Tagliaferri [ctb]
Maintainer: Luca Coraggio <luca.coraggio@unina.it>
NeedsCompilation: yes
Imports: stats, graphics, Matrix, methods, parallel, foreach,
doParallel, utils
License: GPL (>= 2)
Version: 2.0.2
Date: 2022-06-20
Packaged: 2022-06-20 16:38:10 UTC; luco00
Repository: CRAN
Date/Publication: 2022-06-20 17:10:02 UTC
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