R Observatory: Metrics for tidySEM version 0.2.12

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tidySEM

0.2.12Package record

Tidy Structural Equation Modeling

3packages dependsuggested by 3

76.4Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Caspar J. van LissaCRAN page ↗GitHub ↗Website ↗Issues ↗

A tidy workflow for generating, estimating, reporting, and plotting structural equation models using 'lavaan', 'OpenMx', or 'Mplus'. Throughout this workflow, elements of syntax, results, and graphs are represented as 'tidy' data, making them easy to customize. Includes functionality to estimate latent class analyses, and to plot 'dagitty' and 'igraph' objects.

Install

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

install.packages("tidySEM", 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("cjvanlissa/tidySEM")

Development version from cjvanlissa/tidySEM. 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-tidysem

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-tidySEM

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-tidySEM

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: 12.7 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-26
NOTE8 OK, 5 NOTE2026-08-02
ERROR10 OK, 2 NOTE, 1 ERROR2026-07-17
NOTE11 OK, 2 NOTE2026-07-16
OK13 OK2026-06-09

Show 5 earlier changesHide 5 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK12 OK2026-04-25
NOTE13 OK, 1 NOTE2026-03-30
ERROR12 OK, 1 NOTE, 1 ERROR2026-03-28
NOTE13 OK, 1 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.12

READMEYes · 499 wordsVignettesYes · 12 · evaluation depends on the environmentNEWSNoCitation fileNoWebsiteYes · pkgdown

Help pages: 79 (5 internal)
Examples that run: 76%52 run in a plain check (8 of them under a condition) · 16 never run
Exported functions with examples: 94%
Documented parameters: 98%
Return-value docs: 99%
Help pages citing references: 23%

Vignettes (12)

Show 2 moreHide 2 vignettes

Tabulating results from structural equation models HTML
tutorial_pmc HTML

How these are measured

Downloads

76.4K

CRAN downloads in the past year

Rank #1,481 · ~209/day · ~6.4K/mo

Releases R versions

Daily download trend is not available in this view yet.

5.6K30 days

16.9K90 days

76.4K1 year

Compare downloads with other packages →

Also on351 r2u2 autocran43 c2d4u

How downloads are counted

Repository

cjvanlissa/tidysem ↗Account: cjvanlissa

68Stars

9Forks

30Open issues

2Open PRs

4Releases

523Commits

14Commit identities

523 commits · Last activity 2026-10-11 · +4.6% stars, 30d · Default branch at 0.3.0, ahead of CRAN 0.2.12 (checked 2026-10-22)

Responsiveness

How these are sampled

PRs merged (all time): 78%
Median days to close, 50 most recently updated closed issues: 14
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-08-12 · 652026-10-12 · 68

How these are measured

PracticesBeta

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

Checks run against github.com/cjvanlissa/tidysem on 2026-10-22.

Continuous integration (2)

GitHub ActionsR CMD check workflow

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

Governance and community (1)

Code of conduct

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-10-11 · The repository has a site deploy workflow

pkgdown site last built 2026-10-11

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

33 external dependencies (excludes base and recommended)

Installing tidySEM adds 101 packages (51 with compiled code, 87 MB of source tarballs). Heaviest: stringi 11 MB, MplusAutomation 7.5 MB, ggplot2 6.0 MB.

Depends (3)

R >= 4.0.0statsutils

Imports (14)

ggplot2 lavaan MplusAutomation psychmethodsgtable dbscan RANNMatrixcar future.apply progressr progress nonnest2

LinkingTo (0)

none

Suggests (22)

testthat knitr dplyr stringr covr tidyLPA poLCA umx mclustMASSscales yaml formatR dagitty mice ggraph OpenMx rmarkdown blavaan bain future igraph

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

1indirect

Depends 1 · Imports 2

Suggested by 3

Depends, Imports or LinkingTo, most downloaded first

tidyLPA ggsem theorytools

Suggests, most downloaded first

nonnest2 lavaanExtra worcs

How these are counted

Code & Tests

Datasets

People & History

People (3)

Caspar J. van Lissa

Author, Maintainer since 0.1.2 (2020)

Mauricio Garnier-Villarreal

Contributor

Frank C Gootjes

Contributor

Listed in earlier versions (3)

Show 3 peopleHide 3 people

van Lissa

no longer listed · 0.1.2 to 0.2.12

Garnier-Villarreal

no longer listed · 0.2.4 to 0.2.12

Gootjes

no longer listed · 0.2.7 to 0.2.12

Releases (20)

Pick two releases to compare their code metrics.

0.2.12Latest
record
2026-09-08 · current release · diff ↗ ·
added 1 export
format_numeric
0.2.11
record
2026-08-20 · diff ↗ ·
added 5 exports
chi_sq, deviances_to_thresholds, mx_deviances, pmc, srmr
R
R 4.6.0 released · 2026-04-24
0.2.10
record
2026-01-11 · diff ↗ ·
added 4 exports
mx_data_quantiles, mx_mixed_lca, pmc_srmr, predict_class
0.2.9
record
2025-07-30 · diff ↗ ·
added 1 export
get_estimates
R
R 4.5.0 released · 2025-04-11
0.2.8
record
2025-03-04 · diff ↗
0.2.7
record
2024-06-04 · diff ↗ ·
added 2 exports
append_class_draws, pseudo_class
R
R 4.4.0 released · 2024-04-24
0.2.6
record
2023-10-24 · diff ↗
0.2.5
record
2023-10-10 · diff ↗
0.2.4
record
2023-05-01 · diff ↗ ·
added 7 exports
ic_weights, lr_lmr, lr_test, mx_dummies, mx_switch_labels, plot_growth, wald_test
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.2.3
record
2022-04-14 · diff ↗
0.2.2
record
2022-04-06 · diff ↗

Show 13 earlier eventsHide 13 earlier events

unarchivedReturned to CRAN
2022-02-09
0.2.1
record
2022-02-09 · diff ↗ ·
added 4 exports
estimate_mx, mx_lca, plot_prob, table_prob
archivedRemoved from CRAN
2022-01-31
check problems were not corrected in time
0.2.0
record
2021-11-16 · diff ↗ ·
added 7 exports
BCH, BLRT, class_prob, plot_bivariate, plot_density, plot_profiles, table_fit
0.1.10
record
2021-07-13 · diff ↗ ·
added 10 exports
as_ram, get_fit, lsub, mixture_starts, mx_growth_mixture, mx_mixture, mx_profiles, paste2, run_lavaan, run_mx
R
R 4.1.0 released · 2021-05-18
0.1.9
record
2021-04-20 · diff ↗
0.1.8
record
2021-03-14 · diff ↗
0.1.7
record
2021-03-11 · diff ↗ ·
added 398 exports
all_cov, all_fixed, all_fixed_edges, all_fixed_nodes, all_latent, all_load, all_neg, all_neg_edges, all_neg_nodes, all_nonsig, all_nonsig_edges, all_nonsig_nodes, all_obs, all_pos, all_pos_edges, all_pos_nodes, all_reg, all_sig, all_sig_edges, all_sig_nodes, all_var, alpha_cov, alpha_fixed, alpha_fixed_edges, alpha_fixed_nodes, alpha_latent, alpha_load, alpha_neg, alpha_neg_edges, alpha_neg_nodes and 368 more
0.1.6
record
2021-02-19 · diff ↗
0.1.3
record
2020-10-09 · diff ↗
0.1.2
record
2020-06-25
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-06-25
Total releases: 20 / 6 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.0.0
Bundled data: 420 KB / 7 files
Download size: 9.5 MB

Appears in task views

Psychometric Models and Methods

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("tidySEM")

Format

van Lissa, C. J., Garnier-Villarreal, M., & Gootjes, F. C. (2026). tidySEM: Tidy Structural Equation Modeling (Version 0.2.12) [Computer software]. https://doi.org/10.32614/CRAN.package.tidySEM

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 tidySEM version 0.2.12 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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