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: 1.0
Depends: R (≥ 3.5)
Imports: doParallel, foreach, parallel, forecast, ggplot2, lme4, scales, graphics, stats, utils, grDevices, mcompanion, EnvStats, MASS, utils
Suggests: ClusterR, RColorBrewer, cluster, knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2026-04-09
DOI: 10.32614/CRAN.package.toscca
Author: Nuria Senar ORCID iD [aut, cre]
Maintainer: Nuria Senar <n.senarvilladeamigo at amsterdamumc.nl>
License: MIT + file LICENSE
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_1.0.tar.gz
Windows binaries: r-release: toscca_1.0.zip, r-oldrel: toscca_1.0.zip
macOS binaries: r-release (arm64): toscca_1.0.tgz, r-oldrel (arm64): toscca_1.0.tgz, r-release (x86_64): toscca_1.0.tgz, r-oldrel (x86_64): toscca_1.0.tgz
Old sources: toscca archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=toscca to link to this page.