psychnets

0.4.3

Tidy Clean-Room Psychological Network Modeling

0packages depend

41downloads / year

85.5%test coverage

10/11checks pass

Overview

About

Maintained by Mohammed SaqrFirst published 2026-07-301 releasesCRAN page ↗GitHub ↗

Provides clean-room implementations for estimating psychometric network models, including correlation and partial-correlation networks, Gaussian graphical models with extended Bayesian information criterion (EBIC) regularization, nonparanormal and stepwise selection variants, information-filtering networks (the triangulated maximally filtered graph and the local-global inverse covariance), relative-importance networks, and Ising and mixed graphical models doi:10.3758/s13428-017-0862-1 doi:10.1007/978-3-031-54464-4_19. All methods are implemented from first principles in base R without compiled dependencies and return consistent, tidy outputs. Functions are designed to be transparent and report optimization diagnostics where applicable. For Gaussian graphical models, the graphical lasso stationarity (Karush-Kuhn-Tucker) residual quantifies the deviation of the estimated solution from the optimum of the corresponding convex optimization problem.

Install

R (CRAN)pak (dev)Ubuntu (r2u)

install.packages("psychnets", 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("mohsaqr/psychnets")

Development version from mohsaqr/psychnets. 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-psychnets

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

Health

CRAN checks

1NOTE10OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 9.0 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 0.37

85.5%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
9 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-31
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,825 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 98%
Return-value docs: 100%
References docs: 8%

Downloads

CRAN downloads in the past year

Rank #24,663 · ~0/day · ~3/mo

Releases R versions

Daily download trend is not available in this view yet.

4130 days

4190 days

411 year

Compare downloads with other packages →

Also on3 r2u

Repository

GitHub ↗ mohsaqr/psychnets

1Stars

0Forks

1Open issues

0Open PRs

0Releases

38Commits

1Contributors

38 commits · Last activity 2026-07-22

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/mohsaqr/psychnets on 2026-08-03.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

Docs source (1)

README.Rmd

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (4)

grDevicesgraphicsparallelstats

LinkingTo (0)

none

Suggests (15)

cocor cograph glasso glmnet igraph IsingFit knitr mgm mvtnorm networktools psych qgraph rmarkdown testthat (>= 3.0.0)tna

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Mohammed Saqr

Author, Maintainer, Copyright holder

Authors (2)

Mohammed Saqr

Author, Maintainer, Copyright holder

Sonsoles López-Pernas

Author

Mohammed Saqr

Author, Maintainer, Copyright holder

Package Timeline

1 release. R releases are shown for context.

0.4.3Latest
2026-07-30 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-30
Total releases: 1 / 1 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 8.5 KB / 5 files
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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