RegrCoeffsExplorer

1.2.0

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

0packages depend

2.1Kdownloads / year

–test coverage

12/13checks pass

Overview

About

Maintained by Vadim TyuryaevFirst published 2024-11-142 releasesCRAN page ↗

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.

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).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 2.9 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 2,071 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 90%
Return-value docs: 100%
References docs: 0%

Downloads

2.1K

CRAN downloads in the past year

Rank #20,964 · ~6/day · ~177/mo

Releases R versions

Daily download trend is not available in this view yet.

17630 days

53390 days

2.1K1 year

Compare downloads with other packages →

Also on98 r2u

Repository

GitHub ↗ vadimtyuryaev/regrcoeffsexplorer

3Stars

0Forks

0Open issues

0Open PRs

0Releases

36Commits

1Contributors

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

36 commits · Last activity 2025-01-14 · 0% stars, 30d

Stars over time

2025-02-24 · 22026-07-07 · 3

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/vadimtyuryaev/regrcoeffsexplorer on 2026-07-31.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

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.

Code & Tests

People & History

People (5)

Maintainer (1)

Vadim Tyuryaev

Author, Maintainer

Authors (5)

Author, Maintainer

Author

Author

Author

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.2.0Latest
2025-02-02 · current release · diff ↗
unarchivedReturned to CRAN
2025-02-02
archivedRemoved from CRAN
2025-01-24
issues were not corrected in time
1.1.0
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
Installed size: not tracked yet
With dependencies: not tracked yet

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