rrcov3way: Robust Methods for Multiway Data Analysis, Applicable also for Compositional Data
Provides methods for multiway data analysis by means of Parafac and Tucker 3 models. Robust versions (Engelen and Hubert (2011) <doi:10.1016/j.aca.2011.04.043>) and versions for compositional data are also provided (Gallo (2015) <doi:10.1080/03610926.2013.798664>, Di Palma et al. (2018) <doi:10.1080/02664763.2017.1381669>). Several optimization methods alternative to ALS are available (Simonacci and Gallo (2019) <doi:10.1016/j.chemolab.2019.103822>, Simonacci and Gallo (2020) <doi:10.1007/s00500-019-04320-9>).
| Version: | 0.6-1 |
| Depends: | R (≥ 2.10) |
| Imports: | rrcov, robustbase, ThreeWay, nnls, pracma |
| Suggests: | ggplot2, reshape2, xtable, covr |
| Published: | 2025-07-05 |
| DOI: | 10.32614/CRAN.package.rrcov3way |
| Author: | Valentin Todorov 
[aut, cre],
Violetta Simonacci [aut],
Maria Anna Di Palma [aut],
Michele Gallo [aut] |
| Maintainer: | Valentin Todorov <valentin at todorov.at> |
| BugReports: | https://github.com/valentint/rrcov3way/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/valentint/rrcov3way |
| NeedsCompilation: | no |
| Materials: | README, ChangeLog |
| CRAN checks: | rrcov3way results |
Documentation:
| Reference manual: | rrcov3way.html , rrcov3way.pdf |
| Vignettes: |
Robust Tools for Three-way Component Analysis of Compositional Data: The R package rrcov3way (source, R code) |
Downloads:
| Package source: | rrcov3way_0.6-1.tar.gz |
| Windows binaries: | r-devel: rrcov3way_0.6-1.zip, r-release: rrcov3way_0.6-1.zip, r-oldrel: rrcov3way_0.6-1.zip |
| macOS binaries: | r-release (arm64): rrcov3way_0.6-1.tgz, r-oldrel (arm64): rrcov3way_0.6-1.tgz, r-release (x86_64): rrcov3way_0.6-1.tgz, r-oldrel (x86_64): rrcov3way_0.6-1.tgz |
| Old sources: | rrcov3way archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=rrcov3way to link to this page.