R Observatory: Metrics for idiographic version 0.3.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

idiographic

0.3.2

Person-Specific (Idiographic) and Heterogeneous Complex Networks

0packages depend

92downloads / year

85.7%test coverage

13/13checks pass

Overview

About

Maintained by Mohammed SaqrFirst published 2026-08-031 releasesCRAN page ↗GitHub ↗

Person-specific and within-person network estimation from intensive longitudinal and panel data. Estimators include ordinary vector autoregression (VAR), graphical vector autoregression (graphical VAR), multilevel vector autoregression (mlVAR), rolling ordinary and graphical VAR, native Bayesian VAR and multilevel Bayesian VAR, unified Structural Equation Modeling (uSEM), and Group Iterative Multiple Model Estimation (GIMME). All estimators are native clean-room implementations. All functions are validated against authoritative literature. Also provides preprocessing audits, edge-stability diagnostics, model-comparison reports, and rolling forecast validation. Methods are described in doi:10.1007/978-3-031-95365-1_20 and doi:10.1080/00273171.2018.1454823.

Install

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

install.packages("idiographic", 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/idiographic")

Development version from mohsaqr/idiographic. Installs pak first if it is not already available.

# 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-idiographic

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-idiographic

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

Health

CRAN checks

13OK

Slowest check: 8.8 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.34

85.7%

Coverage · measured lines

100%

Documentation · exports

3

Dependencies · direct

Check history

OK2026-08-04
8 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 883 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 93%
Documented parameters: 95%
Return-value docs: 100%
References docs: 2%

Downloads

92

CRAN downloads in the past year

Rank #24,661 · ~0/day · ~8/mo

idiographic Releases R versions

Daily download trend is not available in this view yet.

9230 days

9290 days

921 year

Compare downloads with other packages →

Repository

GitHub ↗ mohsaqr/idiographic

2Stars

0Forks

0Open issues

0Open PRs

0Releases

22Commits

1Contributors

22 commits · Last activity 2026-08-08

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/mohsaqr/idiographic on 2026-08-09.

Continuous integration (1)

GitHub Actions

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

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (3)

statsutilsparallel

LinkingTo (0)

none

Suggests (8)

testthat lme4 lavaan cograph mlVAR MplusAutomation knitr rmarkdown

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

Copyright holders (1)

Mohammed Saqr

Author, Maintainer, Copyright holder

Package Timeline

1 release. R releases are shown for context.

0.3.2Latest
2026-08-03 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-08-03
Total releases: 1 / 1 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.1
Bundled data: 90 KB / 2 files
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("idiographic")

Format

Saqr, M., & López-Pernas, S. (2026). idiographic: Person-Specific (Idiographic) and Heterogeneous Complex Networks (Version 0.3.2) [Computer software]. https://doi.org/10.32614/CRAN.package.idiographic

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 idiographic version 0.3.2 [Data set]. HJJB, LLC. Data release v2026-08-11. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-11, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →