R Observatory: Metrics for rigr version 1.0.10

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rigr

1.0.10Package record

Regression, Inference, and General Data Analysis Tools in R

0packages depend

8.5Kdownloads / year

73.2%test coverage

13/13flavors OK

Overview

About

Maintained by Amy D WillisCRAN page ↗GitHub ↗Website ↗Issues ↗

A set of tools to streamline data analysis. Learning both R and introductory statistics at the same time can be challenging, and so we created 'rigr' to facilitate common data analysis tasks and enable learners to focus on statistical concepts. We provide easy-to-use interfaces for descriptive statistics, one- and two-sample inference, and regression analyses. 'rigr' output includes key information while omitting unnecessary details that can be confusing to beginners. Heteroscedasticity-robust ("sandwich") standard errors are returned by default, and multiple partial F-tests and tests for contrasts are easy to specify. A single regression function can fit both linear and generalized linear models, allowing students to more easily make connections between different classes of models.

Install

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

install.packages("rigr", 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("statdivlab/rigr")

Development version from statdivlab/rigr. 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-rigr

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-rigr

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-rigr

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: 2.5 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-20
ERROR11 OK, 2 ERROR2026-05-25
OK14 OK2026-04-09

Show 1 earlier changeHide 1 earlier change

ERROR10 OK, 4 ERROR2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.10

READMEYes · 463 wordsVignettesYes · 3 · dynamicNEWSNoCitation fileNoWebsiteYes · pkgdown

Help pages: 25includes a package overview page
Examples that run: 100%14 run in a plain check
Exported functions with examples: 100%
Documented parameters: 87%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (3)

Descriptive statistics in rigr HTML
One- and two-sample inference in rigr HTML
Regression in rigr HTML

How these are measured

Downloads

8.5K

CRAN downloads in the past year

Rank #5,416 · ~23/day · ~708/mo

Releases R versions

Daily download trend is not available in this view yet.

67730 days

1.5K90 days

8.5K1 year

Compare downloads with other packages →

Also on85 r2u5 autocran

How downloads are counted

Repository

statdivlab/rigr ↗Organization: statdivlab

10Stars

4Forks

15Open issues

0Open PRs

1Releases

421Commits

10Commit identities

regressionstatistics

421 commits · Last activity 2026-06-16 · Discussions: 12 posts

Responsiveness

How these are sampled

PRs merged (all time): 87%
Median days to close, 50 most recently updated closed issues: 46
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-06-19 · 102026-07-07 · 10

How these are measured

PracticesBeta

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

Checks run against github.com/statdivlab/rigr on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (1)

Code of conduct

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-06-16 · The repository has a site deploy workflow

pkgdown site last built 2026-06-16

Coverage (1)

Coverage reporting

Show all practicesHide 2 practices

Reproducibility and dev environment (1)

Dockerfile

Research and citation (1)

JOSS paper

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing rigr adds 2 packages (1 with compiled code, 2.1 MB of source tarballs). Heaviest: sandwich 1.4 MB, zoo 675 KB.

Depends (1)

R >= 3.5.0

Imports (3)

sandwichstatssurvival

LinkingTo (0)

none

Suggests (4)

testthat knitr rmarkdown car

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (12)

Amy D Willis

Author, Maintainer since 1.0.1 (2021)

Yiqun T Chen

Author · added in 1.0.4

Author

Author

Author

Author

Author

Contributor

Contributor

Contributor

Contributor

Contributor

Releases (7)

Pick two releases to compare their code metrics.

1.0.10Latest
record
2026-06-16 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.9
record
2026-04-03 · diff ↗
unarchivedReturned to CRAN
2025-09-02
1.0.8
record
2025-09-02 · diff ↗
archivedRemoved from CRAN
2025-05-20
policy violation On Internet access
1.0.7
record
2025-04-18 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0.4
record
2022-09-06 · diff ↗
1.0.3
record
2022-06-08 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.1
record
2021-09-15
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-09-15
Total releases: 7 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 77 KB / 4 files
Download size: 213 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rigr")

Format

Willis, A. D., R Core Team, Bhel, A. S., Chen, Y. T., Emerson, S. S., Hughes, J. P., Lumley, T., Okonek, T., Spieker, A. J., Wai, T. Y. H., Williamson, B. D., & Wolock, C. J. (2026). rigr: Regression, Inference, and General Data Analysis Tools in R (Version 1.0.10) [Computer software]. https://doi.org/10.32614/CRAN.package.rigr

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 rigr version 1.0.10 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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