R Observatory: Metrics for Counternull version 0.2.12

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

Counternull

0.2.12Package record

Randomization-Based Inference

0packages depend

3.1Kdownloads / year

71.6%test coverage

13/13flavors OK

Overview

About

Maintained by Mabene YasmineCRAN page ↗GitHub ↗Issues ↗

Randomization-Based Inference for customized experiments. Computes Fisher-Exact P-Values alongside null randomization distributions. Retrieves counternull sets and generates counternull distributions. Computes Fisher Intervals and Fisher-Adjusted P-Values. Package includes visualization of randomization distributions and Fisher Intervals. Users can input custom test statistics and their own methods for randomization. Rosenthal and Rubin (1994) doi:10.1111/j.1467-9280.1994.tb00281.x.

Changes in 0.2.12

Adjusted "width" functionality for Fisher Intervals

From NEWS.md in the release

Install

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

install.packages("Counternull", 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("ymabene/Counternull")

Development version from ymabene/Counternull. 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-counternull

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-Counternull

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-Counternull

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: 3.1 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.12

READMEYes · 105 wordsVignettesYes · 1 · dynamicNEWSYes · 67% structured · mentions 0.2.12Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 8
Examples that run: 67%4 run in a plain check · 2 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 38%

Vignettes (1)

Randomization-Based Inference Using Counternull HTML

How these are measured

Downloads

3.1K

CRAN downloads in the past year

Rank #14,065 · ~8/day · ~258/mo

Releases R versions

Daily download trend is not available in this view yet.

31130 days

83290 days

3.1K1 year

Compare downloads with other packages →

Also on119 r2u17 autocran

How downloads are counted

Repository

ymabene/counternull ↗Account: ymabene

1Stars

0Forks

0Open issues

0Open PRs

3Releases

23Commits

1Commit identities

23 commits · Last activity 2024-02-25

Responsiveness

not measured

Stars over time

2025-01-05 · 12026-07-07 · 1

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/ymabene/counternull on 2026-10-18.

Docs source (1)

README.Rmd

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

Show all practicesHide 1 practice

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Installing Counternull adds 32 packages (17 with compiled code, 31 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, Rcpp 1.8 MB.

Depends (1)

R >= 2.10

Imports (6)

statseffsize ggplot2 randomizr dplyr tidyr

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

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 (3)

Mabene Yasmine

Author, Maintainer since 0.1.0 (2021)

Bind Marie

Author

Harvard University

Copyright holder

Releases (4)

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
R
R 4.4.0 released · 2024-04-24
0.2.12Latest
record
2024-02-24 · current release · diff ↗
0.2.1
record
2024-02-21 · diff ↗
0.2.0
record
2023-08-28 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+

added 6 exports
adjust_pvalues, create_fisher_interval, create_null_rand, create_randomization_matrix, find_counternull_values, find_test_stat
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.1.0
record
2021-12-17
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-12-17
Total releases: 4 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 2.10
Bundled data: 28 KB / 2 files
Download size: 103 KB

Appears in task views

Causal Inference

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("Counternull")

Format

Yasmine, M., Harvard University, & Marie, B. (2024). Counternull: Randomization-Based Inference (Version 0.2.12) [Computer software]. https://doi.org/10.32614/CRAN.package.Counternull

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 Counternull version 0.2.12 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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