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toscca: Thresholded Ordered Sparse CCA

Performs Thresholded Ordered Sparse Canonical Correlation Analysis (CCA). For more details see Senar, N. (2024) <doi:10.1093/bioadv/vbae021> and Senar, N. et al. (2025) <doi:10.48550/arXiv.2503.15140>.

Version:0.1.0
Depends:R (≥ 3.5)
Imports:doParallel,foreach, parallel,forecast,ggplot2,lme4,scales, graphics, stats, utils, grDevices,mcompanion,EnvStats,MASS
Suggests:ClusterR,RColorBrewer,cluster,knitr,rmarkdown,testthat (≥ 3.0.0)
Published:2025-11-07
DOI:10.32614/CRAN.package.toscca
Author:Nuria SenarORCID iD [aut, cre]
Maintainer:Nuria Senar <n.senarvilladeamigo at amsterdamumc.nl>
License:MIT + fileLICENSE
NeedsCompilation:no
Materials:README
CRAN checks:toscca results

Documentation:

Reference manual:toscca.html ,toscca.pdf
Vignettes:toscca-vignette (source,R code)

Downloads:

Package source: toscca_0.1.0.tar.gz
Windows binaries: r-devel:toscca_0.1.0.zip, r-release:toscca_0.1.0.zip, r-oldrel:toscca_0.1.0.zip
macOS binaries: r-release (arm64):toscca_0.1.0.tgz, r-oldrel (arm64):toscca_0.1.0.tgz, r-release (x86_64):toscca_0.1.0.tgz, r-oldrel (x86_64):toscca_0.1.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=tosccato link to this page.


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