R Observatory: Metrics for rrcov3way version 0.6-1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rrcov3way

0.6-1

Robust Methods for Multiway Data Analysis, Applicable also for Compositional Data

0packages depend

3Kdownloads / year

82.4%test coverage

13/13checks pass

Overview

About

Maintained by Valentin TodorovFirst published 2017-06-2210 releasesCRAN page ↗GitHub ↗

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).

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("rrcov3way", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("valentint/rrcov3way")

Development version from valentint/rrcov3way. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rrcov3way

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-rrcov3way

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-rrcov3way

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 3.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 1.14

82.4%

Coverage · measured lines

100%

Documentation · exports

5

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 346 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 81%
Documented parameters: 100%
Return-value docs: 100%
References docs: 93%

Downloads

3K

CRAN downloads in the past year

Rank #12,759 · ~8/day · ~246/mo

Releases R versions

Daily download trend is not available in this view yet.

18530 days

79390 days

3K1 year

Compare downloads with other packages →

Also on121 r2u17 autocran100 c2d4u

Repository

GitHub ↗ valentint/rrcov3way

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2025-07-10

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/valentint/rrcov3way on 2026-08-09.

Continuous integration (1)

GitHub Actions

Coverage (1)

Codecov

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (5)

rrcov robustbase ThreeWay nnls pracma

LinkingTo (0)

none

Suggests (4)

ggplot2 reshape2 xtable covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Valentin Todorov

Author, Maintainer

Authors (4)

Valentin Todorov

Author, Maintainer

Maria Anna Di Palma

Author

Michele Gallo

Author · added in 0.2-1

Violetta Simonacci

Author · added in 0.3-0

Listed in earlier versions (1)

Michele Gallo \email{mgallo@unior.it}

no longer listed · 0.1-10 to 0.1-18

Package Timeline

10 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.6-1Latest
2025-07-06 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.5-0
2024-02-06 · diff ↗
0.3-0
2023-06-24 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.2-5
2022-10-23 · diff ↗
0.2-4
2022-10-13 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.2-3
2022-02-10 · diff ↗
unarchivedReturned to CRAN
2022-02-10
archivedRemoved from CRAN
2022-02-09
check problems were not corrected in time
0.2-2
2022-02-04 · diff ↗
0.2-1
2022-01-25 · diff ↗
R
R 4.1.0 released · 2021-05-18

Show 6 earlier events

R
R 4.0.0 released · 2020-04-24
0.1-18
2020-01-17 · diff ↗
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
0.1-10
2017-06-22
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-06-22
Total releases: 10 / 9 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 2.10
Bundled data: 350 KB / 11 files
Download size: 1.1 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rrcov3way")

Format

Todorov, V., Di Palma, M. A., Gallo, M., & Simonacci, V. (2025). rrcov3way: Robust Methods for Multiway Data Analysis, Applicable also for Compositional Data (Version 0.6-1) [Computer software]. https://doi.org/10.32614/CRAN.package.rrcov3way

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for rrcov3way version 0.6-1 [Data set]. HJJB, LLC. Data release v2026-08-11. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-11, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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