R Observatory: Metrics for ClusterBootstrap version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ClusterBootstrap

2.0.0Package record

Analyze Clustered Data using the Cluster Bootstrap

0packages dependsuggested by 1

3.8Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Mathijs DeenCRAN page ↗GitHub ↗Issues ↗

Provides functionality for the analysis of clustered data using the cluster bootstrap.

Changes in 2.0.0

Maintenance update: changed maintainer email address
Added generalized (i.e., applicable to any function) clusterBootstrap function for cluster resampling at multiple levels, allowing for replace specification at each level.
Added check for return value of detectCores() in clusbootglm. detectCores() returns NA in specific situations (e.g., when using webR), breaking the function (issue #18)
Added error handling for clusbootglm (issue # 19)
Added proper exit handling for RNGkind() and makeCluster() when using multiple cores in clusbootglm and for plot functions
All functions up-to-date with R >= 4.0.0, examples require R >= 4.1.0 (base pipe)
Fixed warning "cannot xtfrm data frames" for emm
Added general predict function for clusbootglm
Update package title, as the package is no longer solely for glms
Rewrite internal function calls to accomodate non-invasive export in NAMESPACE using exportPattern
All non-helper functions are explicitly exported for better experience of tab completion and GUI (e.g., RStudio) info popups

From NEWS in the release

Install

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

install.packages("ClusterBootstrap", 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("mathijsdeen/ClusterBootstrap")

Development version from mathijsdeen/ClusterBootstrap. 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-clusterbootstrap

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-ClusterBootstrap

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-ClusterBootstrap

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: 1.3 min · r-oldrel-macos-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 2.0.0

READMEYes · 65 wordsVignettesNoNEWSYes · 33% structured · mentions 2.0.0Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 16
Examples that run: 0%14 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 83%
Help pages citing references: 13%

How these are measured

Downloads

3.8K

CRAN downloads in the past year

Rank #12,901 · ~10/day · ~316/mo

Releases R versions

Daily download trend is not available in this view yet.

30930 days

89290 days

3.8K1 year

Compare downloads with other packages →

Also on98 r2u9 autocran

How downloads are counted

Repository

mathijsdeen/clusterbootstrap ↗Account: mathijsdeen

2Stars

3Forks

0Open issues

0Open PRs

7Releases

309Commits

2Commit identities

License file reads as GPL-3.0 · 309 commits · Last activity 2025-08-21

Responsiveness

How these are sampled

PRs merged (all time): 94%
Median days to close, 50 most recently updated closed issues: 105
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-03-25 · 22026-07-07 · 2

How these are measured

PracticesBeta

Checks run against github.com/mathijsdeen/clusterbootstrap on 2026-10-25.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Installing ClusterBootstrap adds 1 package (1 with compiled code, 5.7 MB of source tarballs). Heaviest: data.table 5.7 MB.

Depends (1)

R >= 4.1

Imports (5)

statsutilsgraphicsparalleldata.table

LinkingTo (0)

none

Suggests (1)

dplyr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

MDMA

How these are counted

Code & Tests

Datasets

People & History

People (2)

Mathijs Deen

Author, Maintainer since 0.9.3 (2017)

Mark de Rooij

Author

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
2.0.0Latest
record
2025-08-21 · current release · diff ↗ ·
added 3 exports
clusterBootstrap, clusterResample, pattern:^[^\\.]
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
1.1.2
record
2021-02-16 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.1.0
record
2020-02-24 · diff ↗ ·
added 2 exports
emm, ptest
R
R 3.6.0 released · 2019-04-26
1.0.0
record
2018-06-26 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.9.9
record
2018-04-18 · diff ↗
0.9.3
record
2017-06-12
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-06-12
Total releases: 6 / 9 yrs
License: GPL-3 | file LICENSE OSI
Minimum R: ≥ 4.1
Bundled data: 3.3 KB / 2 files
Download size: 40 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("ClusterBootstrap")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.3758/s13428-019-01252-y.

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 ClusterBootstrap version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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