R Observatory: Metrics for RegrCoeffsExplorer version 1.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

RegrCoeffsExplorer

1.2.0Package record

Efficient Visualization of Regression Coefficients for Lm(), Glm(), and Glmnet() Objects

0packages depend

2.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Vadim TyuryaevCRAN page ↗Website ↗

The visualization tool offers a nuanced understanding of regression dynamics, going beyond traditional per-unit interpretation of continuous variables versus categorical ones. It highlights the impact of unit changes as well as larger shifts like interquartile changes, acknowledging the distribution of empirical data. Furthermore, it generates visualizations depicting alterations in Odds Ratios for predictors across minimum, first quartile, median, third quartile, and maximum values, aiding in comprehending predictor-outcome interplay within empirical data distributions, particularly in logistic regression frameworks.

Install

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

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

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

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-regrcoeffsexplorer

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-RegrCoeffsExplorer

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-RegrCoeffsExplorer

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.3 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.0

READMEYes · 2,071 wordsVignettesNoNEWSNoCitation fileNoWebsiteYes · pkgdown

Help pages: 3
Examples that run: 100%3 run in a plain check
Exported functions with examples: 100%
Documented parameters: 90%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

2.3K

CRAN downloads in the past year

Rank #19,713 · ~6/day · ~192/mo

Releases R versions

Daily download trend is not available in this view yet.

20130 days

67490 days

2.3K1 year

Compare downloads with other packages →

Also on68 r2u3 autocran

How downloads are counted

Repository

vadimtyuryaev/regrcoeffsexplorer ↗Account: vadimtyuryaev

3Stars

0Forks

0Open issues

0Open PRs

0Releases

36Commits

1Commit identities

coefficients-of-linear-regressionglmglmnetlasso-regressionlmregression-analysisregularized-linear-regressionregularized-logistic-regression

36 commits · Last activity 2025-01-14 · 0% stars, 30d · The default branch showed an older version (1.1.0) than CRAN on 2026-10-21

Responsiveness

not measured

Stars over time

2025-02-24 · 22026-07-07 · 3

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/vadimtyuryaev/regrcoeffsexplorer on 2026-10-21.

Continuous integration (1)

GitHub Actions

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2025-01-14 · The repository has a site deploy workflow

pkgdown site last built 2025-01-14, before release 1.2.0 (2025-02-01)

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Installing RegrCoeffsExplorer adds 72 packages (34 with compiled code, 68 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, doBy 4.3 MB.

Depends (0)

none

Imports (9)

dplyr ggpubr gridExtra glmnet ggplot2 magrittrgrDevicesrlangstats

LinkingTo (0)

none

Suggests (7)

faraway knitrMASSpsych rmarkdown selectiveInferencesurvival

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (5)

Vadim Tyuryaev

Author, Maintainer since 1.1.0 (2024)

Author

Author

Author

Author

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
unarchivedReturned to CRAN
2025-02-02
1.2.0Latest
record
2025-02-02 · current release · diff ↗
archivedRemoved from CRAN
2025-01-24
issues were not corrected in time
1.1.0
record
2024-11-14
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-11-14
Total releases: 2 / 2 yrs
License: MIT + file LICENSE OSI
Download size: 434 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("RegrCoeffsExplorer")

Format

Tyuryaev, V., Heffernan, J., Jankowski, H., McGregor, K., & Tsybakin, A. (2025). RegrCoeffsExplorer: Efficient Visualization of Regression Coefficients for Lm(), Glm(), and Glmnet() Objects (Version 1.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.RegrCoeffsExplorer

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 RegrCoeffsExplorer version 1.2.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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