R Observatory: Metrics for LSMjml version 0.7.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

LSMjml

0.7.0Package record

Fitting Latent Space Item Response Models using Joint Maximum Likelihood Estimation

0packages dependsuggested by 1

2Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Dylan MolenaarCRAN page ↗

In Latent Space Item Response Models, subjects and items are embedded in a multidimensional Euclidean latent space. As such, interactions among persons, items, and person-item combinations can be revealed that are unmodelled in more conventional item response theory models. This package implements the methods from Molenaar & Jeon (2026)doi:10.1017/psy.2025.10068 and can be used to fit Latent Space Item Response Models to data using joint maximum likelihood estimation. The package can handle binary data, ordinal data, and data with mixed scales. The package incorporates facilities for data simulation, rotation of the latent space, and K-fold cross-validation to select the number of dimensions of the latent space.

Install

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

install.packages("LSMjml", 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-lsmjml

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-LSMjml

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-LSMjml

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: 3.6 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25

Show 3 earlier changesHide 3 earlier changes

NOTE12 OK, 2 NOTE2026-04-22
ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.7.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 6
Examples that run: 100%6 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 67%

How these are measured

Downloads

2K

CRAN downloads in the past year

Rank #16,086 · ~6/day · ~169/mo

Releases R versions

Daily download trend is not available in this view yet.

38130 days

77990 days

2K1 year

Compare downloads with other packages →

Also on271 r2u2 autocran

How downloads are counted

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Installing LSMjml adds 10 packages (6 with compiled code, 7.9 MB of source tarballs). Heaviest: Rcpp 1.8 MB, GPArotation 1.6 MB, lavaan 1.6 MB.

Depends (0)

none

Imports (4)

Rcpp lavaan pROC psych

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

eyeprocess

How these are counted

Code & Tests

People & History

People (1)

Dylan Molenaar

Author, Maintainer since 0.6.0 (2025)

Releases (2)

Pick two releases to compare their code metrics.

0.7.0Latest
record
2026-09-28 · current release · diff ↗ ·
added 2 exports
LSMboot, LSMdist
R
R 4.6.0 released · 2026-04-24
0.6.0
record
2025-12-19
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-12-19
Total releases: 2 / 1 yrs
License: GPL-3 OSI
Download size: 27 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("LSMjml")

Format

Molenaar, D. (2026). LSMjml: Fitting Latent Space Item Response Models using Joint Maximum Likelihood Estimation (Version 0.7.0) [Computer software]. https://doi.org/10.32614/CRAN.package.LSMjml

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 LSMjml version 0.7.0 [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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