R Observatory: Metrics for rvif version 3.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rvif

3.2.1

Collinearity Detection using Redefined Variance Inflation Factor and Graphical Methods

0packages depend

3.2Kdownloads / year

89.8%test coverage

13/13checks pass

Overview

About

Maintained by R. SalmerónFirst published 2022-12-226 releasesCRAN page ↗GitHub ↗

The detection of troubling approximate collinearity in a multiple linear regression model is a classical problem in Econometrics. This package is focused on determining whether or not the degree of approximate multicollinearity in a multiple linear regression model is of concern, meaning that it affects the statistical analysis (i.e. individual significance tests) of the model. This objective is achieved by using the variance inflation factor redefined and the scatterplot between the variance inflation factor and the coefficient of variation. For more details see Salmerón R., García C.B. and García J. (2018) doi:10.1080/00949655.2018.1463376, Salmerón, R., Rodríguez, A. and García C. (2020) doi:10.1007/s00180-019-00922-x, Salmerón, R., García, C.B, Rodríguez, A. and García, C. (2022) doi:10.32614/RJ-2023-010, Salmerón, R., García, C.B. and García, J. (2025) doi:10.1007/s10614-024-10575-8 and Salmerón, R., García, C.B, García J. (2023, working paper) doi:10.48550/arXiv.2005.02245. You can also view the package vignette using 'browseVignettes("rvif")', the package website (https://www.ugr.es/local/romansg/rvif/index.html) using 'browseURL(system.file("docs/index.html", package = "rvif"))' or version control on GitHub (https://github.com/rnoremlas/rvif_package).

Install

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

install.packages("rvif", 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("rnoremlas/rvif_package")

Development version from rnoremlas/rvif_package. 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-rvif

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-rvif

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-rvif

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

Health

CRAN checks

13OK

Slowest check: 5.9 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 1.29

89.8%

Coverage · measured lines

100%

Documentation · exports

2

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-06-07
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

OK2026-03-30
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-10
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 75%
References docs: 100%

Downloads

3.2K

CRAN downloads in the past year

Rank #15,628 · ~9/day · ~266/mo

Releases R versions

Daily download trend is not available in this view yet.

21830 days

67290 days

3.2K1 year

Compare downloads with other packages →

Also on149 r2u16 autocran

Repository

GitHub ↗ rnoremlas/rvif_package

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2025-10-06

Repository practices

Upstream repositoryBeta

Checks run against github.com/rnoremlas/rvif_package on 2026-08-16.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (3)

R >= 4.1.0multiColl car

Imports (0)

none

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

R. Salmerón

Author, Maintainer

Authors (2)

R. Salmerón

Author, Maintainer

C.B. García

Author

Package Timeline

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

3.2.1Latest
2026-07-27 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
3.2
2025-10-09 · diff ↗
3.1
2025-09-05 · diff ↗
unarchivedReturned to CRAN
2025-09-05
archivedRemoved from CRAN
2025-08-01
not corrected in multiple resubmissions
3.0
2025-07-29 · diff ↗
R
R 4.5.0 released · 2025-04-11
2.0
2024-11-14 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0
2022-12-22
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-12-22
Total releases: 6 / 4 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.1.0
Bundled data: 6.5 KB / 7 files
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rvif")

Format

Salmerón, R., & García, C. B. (2026). rvif: Collinearity Detection using Redefined Variance Inflation Factor and Graphical Methods (Version 3.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.rvif

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 rvif version 3.2.1 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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