R Observatory: Metrics for SEMsens version 1.5.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SEMsens

1.5.5

A Tool for Sensitivity Analysis in Structural Equation Modeling

0packages depend

6.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Walter LeiteFirst published 2020-07-187 releasesCRAN page ↗

Perform sensitivity analysis in structural equation modeling using meta-heuristic optimization methods (e.g., ant colony optimization and others). The references for the proposed methods are: (1) Leite, W., & Shen, Z., Marcoulides, K., Fish, C., & Harring, J. (2022). doi:10.1080/10705511.2021.1881786 (2) Harring, J. R., McNeish, D. M., & Hancock, G. R. (2017) doi:10.1080/10705511.2018.1506925; (3) Fisk, C., Harring, J., Shen, Z., Leite, W., Suen, K., & Marcoulides, K. (2022). doi:10.1177/00131644211073121; (4) Socha, K., & Dorigo, M. (2008) doi:10.1016/j.ejor.2006.06.046. We also thank Dr. Krzysztof Socha for sharing his research on ant colony optimization algorithm with continuous domains and associated R code, which provided the base for the development of this package.

Install

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

install.packages("SEMsens", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-semsens

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-SEMsens

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-SEMsens

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

Health

CRAN checks

13OK

Slowest check: 5.8 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

2

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 56%

Downloads

6.4K

CRAN downloads in the past year

Rank #12,688 · ~18/day · ~534/mo

Releases R versions

Daily download trend is not available in this view yet.

20430 days

80990 days

6.4K1 year

Compare downloads with other packages →

Also on116 r2u32 autocran21 c2d4u

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (2)

lavaanstats

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (11)

Maintainer (1)

Walter Leite

Author, Maintainer

Authors (5)

Walter Leite

Author, Maintainer

Charles Fisk

Author · added in 1.0.3

Katerina Marcoulides

Author · added in 1.5.5

Zuchao Shen

Author

King Yiu Suen

Author · added in 1.5.5

Contributors (6)

Gail Fish

Contributor · added in 1.0.1

YongSeok Lee

Contributor · added in 1.0.1

Sanaz Nazari

Contributor · added in 1.0.1

Jia Quan

Contributor · added in 1.0.1

Eric Wright

Contributor · added in 1.0.1

Huibin Zhang

Contributor · added in 1.0.1

Package Timeline

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

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
1.5.5Latest
2022-08-31 · current release · diff ↗
1.2.5
2022-07-23 · diff ↗
1.0.5
2022-06-22 · diff ↗
1.0.3
2022-04-30 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.2
2021-10-12 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.1
2021-02-24 · diff ↗
0.2.6
2020-07-18
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-07-18
Total releases: 7 / 6 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 44 KB / 1 file
Download size: 149 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Psychometric Models and Methods

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SEMsens")

Format

Leite, W., Fish, G., Fisk, C., Lee, Y., Marcoulides, K., Nazari, S., Quan, J., Shen, Z., Suen, K. Y., Wright, E., & Zhang, H. (2022). SEMsens: A Tool for Sensitivity Analysis in Structural Equation Modeling (Version 1.5.5) [Computer software]. https://doi.org/10.32614/CRAN.package.SEMsens

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 SEMsens version 1.5.5 [Data set]. HJJB, LLC. Data release v2026-08-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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