R Observatory: Metrics for calms version 1.0-3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

calms

1.0-3Package record

Comprehensive Analysis of Latent Means

0packages depend

3.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Kim NimonCRAN page ↗

Provides a Shiny application to conduct comprehensive analysis of latent means including the examination of group equivalency, propensity score analysis, measurement invariance analysis, and assessment of latent mean differences of equivalent groups with invariant data. Group equivalency and propensity score analyses are implemented using the 'MatchIt' package [Ho et al. (2011) doi:10.18637/jss.v042.i08], ensuring robust control for covariates. Structural equation modeling and invariance testing rely heavily on the 'lavaan' package [Rosseel (2012) doi:10.18637/jss.v048.i02], providing a flexible and powerful modeling framework. The application also integrates modified functions from Hammack-Brown et al. (2021) doi:10.1002/hrdq.21452 to support factor ratio testing and the list-and-delete procedure.

Install

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

install.packages("calms", 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-calms

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-calms

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-calms

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: 2.1 min · r-release-macos-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-10
ERROR13 OK, 1 ERROR2026-04-09
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0-3

READMENoVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Description cites a JSS article

Help pages: 2
Examples that run: 100%2 run in a plain check (1 of them under a condition)
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

Introduction to CALMs

How these are measured

Downloads

3.5K

CRAN downloads in the past year

Rank #10,533 · ~10/day · ~295/mo

Releases R versions

Daily download trend is not available in this view yet.

36630 days

97390 days

3.5K1 year

Compare downloads with other packages →

Also on98 r2u24 autocran

How downloads are counted

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing calms adds 61 packages (32 with compiled code, 50 MB of source tarballs). Heaviest: stringi 11 MB, bslib 5.6 MB, promises 3.1 MB.

Depends (1)

R >= 3.5

Imports (10)

dplyr DTforeignlavaan lsr MatchIt shiny shinyjs stringr bslib

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown rgenoud Matching

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Kim Nimon

Author, Maintainer since 1.0-1 (2025)

Julia Fulmore

Author

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0-3Latest
record
2026-04-06 · current release · diff ↗
1.0-1
record
2025-08-28
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-08-28
Total releases: 2 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5
Bundled data: 0.3 KB / 1 file
Download size: 4.1 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("calms")

Format

Nimon, K., & Fulmore, J. (2026). calms: Comprehensive Analysis of Latent Means (Version 1.0-3) [Computer software]. https://doi.org/10.32614/CRAN.package.calms

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 calms version 1.0-3 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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