R Observatory: Metrics for semboottools version 0.1.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

semboottools

0.1.2.1Package record

Bootstrapping Helpers for Structural Equation Modelling

1packages depend

4.6Kdownloads / year

60.1%test coverage

13/13flavors OK

Overview

About

Maintained by Wendie YangCRAN page ↗GitHub ↗Website ↗Issues ↗

A collection of helper functions for forming bootstrapping confidence intervals and examining bootstrap estimates in structural equation modelling, introduced in Yang and Cheung (2026) <doi: 10.3758/s13428-025-02911-z> The function currently support models fitted by the 'lavaan' package by Rosseel (2012) doi:10.18637/jss.v048.i02.

Changes in 0.1.2.1

Miscellaneous

Used linewidth instead of size in ggplot2::geom_histogram() to suppress a warning. (0.1.1.1)
Updated vignettes to use iseed and ncpus. (0.1.2)
Updated references in vignettes.

From NEWS.md in the release

Install

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

install.packages("semboottools", 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("Yangzhen1999/semboottools")

Development version from Yangzhen1999/semboottools. 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-semboottools

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-semboottools

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-semboottools

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: 9.5 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-09
ERROR12 OK, 1 ERROR2026-09-04
OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-20

Show 4 earlier changesHide 4 earlier changes

ERROR12 OK, 1 ERROR2026-06-17
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.2.1

READMEYes · 166 wordsVignettesYes · 5 · dynamicNEWSYes · 100% structured · mentions 0.1.2.1Citation fileYes · cites a publicationWebsiteYes · pkgdown

Description cites a JSS article

Help pages: 10 (1 internal)includes a package overview page
Examples that run: 100%6 run in a plain check
Exported functions with examples: 57%
Documented parameters: 85%
Return-value docs: 100%
Help pages citing references: 40%

Vignettes (5)

semboottools HTML
gg_hist_qq_boot_and_gg_scatter_boot HTML
jab_after_boot HTML
parameterEstimates_boot HTML
semboottools::standardizedSolution_boot HTML

How these are measured

Downloads

4.6K

CRAN downloads in the past year

Rank #7,832 · ~13/day · ~382/mo

Releases R versions

Daily download trend is not available in this view yet.

39330 days

1.2K90 days

4.6K1 year

Compare downloads with other packages →

Also on94 r2u6 autocran

How downloads are counted

Repository

yangzhen1999/semboottools ↗Account: Yangzhen1999

1Stars

1Forks

1Open issues

0Open PRs

1Releases

143Commits

2Commit identities

bootstrapbootstrap-confidence-intervalsr-packagestandardizedstandardized-effect-sizestructural-equatin-modeling

License file reads as GPL-3.0 · 143 commits · Last activity 2026-03-18 · 0% stars, 30d · The default branch showed an older version (0.1.2) than CRAN on 2026-10-21

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2026-02-23 · 12026-07-07 · 1

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/yangzhen1999/semboottools on 2026-10-21.

Continuous integration (2)

GitHub ActionsR CMD check workflow

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

Docs source (3)

pkgdown

GitHub Pages site last deployed 2026-03-18 · The repository has a site deploy workflow

pkgdown site last built 2026-03-18, before release 0.1.2.1 (2026-03-26)

CRAN release process (1)

CRAN-SUBMISSION

Lint, format, editor (2)

lintrRStudio project

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

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing semboottools adds 45 packages (18 with compiled code, 39 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, patchwork 3.2 MB.

Depends (0)

none

Imports (8)

bootlavaan psych lavaan.printer ggplot2 GGally rlang patchwork

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

wsMed

How these are counted

Code & Tests

People & History

People (2)

Wendie Yang

Author, Maintainer since 0.1.0 (2025)

Shu Fai Cheung

Author

Releases (4)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.1.2.1Latest
record
2026-03-26 · current release · diff ↗
0.1.2
record
2026-03-19 · diff ↗ ·
added 3 exports
gg_hist_qq_boot, gg_scatter_boot, jab_after_boot
0.1.1
record
2025-09-17 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.0
record
2025-04-01
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-04-01
Total releases: 4 / 1 yrs
License: GPL (>= 3) OSI
Download size: 233 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("semboottools")

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

It points to 10.3758/s13428-025-02911-z.

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 semboottools version 0.1.2.1 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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