R Observatory: Metrics for GGMnonreg version 1.0.0

Balamuta, James Joseph

This package was removed from CRAN on 2025-06-12. Its history is shown below.

Reason: requires archived package 'GGMncv'

Details below reflect version 1.0.0, its last release before removal.

GGMnonreg

1.0.0

Non-Regularized Gaussian Graphical Models

0packages depend

–downloads / year

–test coverage

–checks pass

Overview

About

Maintained by Donald Williams1 releasesCRAN page ↗

Estimate non-regularized Gaussian graphical models, Ising models, and mixed graphical models. The current methods consist of multiple regression, a non-parametric bootstrap doi:10.1080/00273171.2019.1575716, and Fisher z transformed partial correlations doi:10.1111/bmsp.12173. Parameter uncertainty, predictability, and network replicability doi:10.31234/osf.io/fb4sa are also implemented.

Install

R (source archive)Ubuntu (r2u)openSUSE (OBS)

url <- "https://cran.r-project.org/src/contrib/Archive/GGMnonreg/GGMnonreg_1.0.0.tar.gz"
pkgFile <- "GGMnonreg_1.0.0.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (1.0.0) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

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-ggmnonreg

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

# 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-GGMnonreg

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

Health

CRAN checks

CRAN check results are not tracked yet.

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

17

Dependencies · direct

Documentation

READMEYes · 753 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 71%
Documented parameters: 100%
Return-value docs: 100%
References docs: 59%

Downloads

Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on88 r2u3 autocran

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (17)

Rdpack bestglm GGally network snaMatrixpoibinparalleldoParallel foreach corpcor psychMASSstatsmethodsggplot2 GGMncv

LinkingTo (0)

none

Suggests (1)

qgraph

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Donald Williams

Author, Maintainer

Authors (1)

Donald Williams

Author, Maintainer

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
archivedRemoved from CRAN
2025-06-12
requires archived package 'GGMncv'
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.0.0
2021-04-08
R
R 4.0.0 released · 2020-04-24

Package metadata

Total releases: 1
License: GPL-2 OSI
Minimum R: ≥ 4.0.0
Bundled data: 245 KB / 19 files
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("GGMnonreg")

A package removed from CRAN has no DOI on this scheme. See its archive page on CRAN, or run citation() on an installed copy.

BibTeX, derived from DESCRIPTION

@Manual{GGMnonreg,
  title  = {GGMnonreg: Non-Regularized Gaussian Graphical Models},
  author = {Williams, Donald},
  note   = {R package version 1.0.0},
  url    = {https://CRAN.R-project.org/package=GGMnonreg}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatoryGGMnonreg,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {GGMnonreg} version 1.0.0},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/GGMnonreg},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for GGMnonreg version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/GGMnonreg

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for GGMnonreg version 1.0.0
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/GGMnonreg
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/GGMnonreg.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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