R Observatory: Metrics for ICCbin version 1.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ICCbin

1.2.0

Facilitates Clustered Binary Data Generation, and Estimation of Intracluster Correlation Coefficient (ICC) for Binary Data

1packages depend

3.3Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Akhtar HossainFirst published 2016-12-114 releasesCRAN page ↗GitHub ↗

Assists in generating binary clustered data, estimates of Intracluster Correlation coefficient (ICC) for binary response in 16 different methods, and 5 different types of confidence intervals.

Install

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

install.packages("ICCbin", 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("makhtarh/ICCbin")

Development version from makhtarh/ICCbin. 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-iccbin

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-ICCbin

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-ICCbin

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

Health

CRAN checks

13OK

Slowest check: 58 s · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

1

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 149 wordsVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 96%
Return-value docs: 100%
References docs: 100%

Downloads

3.3K

CRAN downloads in the past year

Rank #7,750 · ~9/day · ~274/mo

Releases R versions

Daily download trend is not available in this view yet.

21130 days

1.2K90 days

3.3K1 year

Compare downloads with other packages →

Also on110 r2u8 autocran

Repository

GitHub ↗ makhtarh/iccbin

0Stars

0Forks

0Open issues

0Open PRs

2Releases

39Commits

2Contributors

License GPL-3.0 · 39 commits · Last activity 2026-05-12

Releases over time

2026-05-11 · 12026-07-07 · 2

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/makhtarh/iccbin on 2026-08-09.

CRAN release process (1)

CRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Depends (0)

none

Imports (1)

stats

LinkingTo (0)

none

Suggests (1)

lme4

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

iccmult

Code & Tests

People & History

People (2)

Maintainer (1)

Akhtar Hossain

Author, Maintainer

Authors (2)

Akhtar Hossain

Author, Maintainer

Hrishikesh Chakraborty

Author

Package Timeline

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

1.2.0Latest
2026-05-12 · current release · diff ↗
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
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
1.1.1
2017-11-14 · diff ↗
1.1
2017-09-19 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.0
2016-12-11
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-12-11
Total releases: 4 / 10 yrs
License: GPL (>= 2) OSI
Download size: 12 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ICCbin")

Format

Hossain, A., & Chakraborty, H. (2026). ICCbin: Facilitates Clustered Binary Data Generation, and Estimation of Intracluster Correlation Coefficient (ICC) for Binary Data (Version 1.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.ICCbin

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 ICCbin version 1.2.0 [Data set]. HJJB, LLC. Data release v2026-08-13. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-13, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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