R Observatory: Metrics for GWnorm version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

GWnorm

1.0.2Package record

G-Wishart Normalising Constants for Gaussian Graphical Models

0packages depend

2.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Jack KuipersCRAN page ↗

Computes G-Wishart normalising constants through a Fourier approach. Either exact analytical results, numerical integration or Monte Carlo estimation are employed. Details at C. Wong, G. Moffa and J. Kuipers (2024), doi:10.48550/arXiv.2404.06803. Also includes approximations of the ratio of normalising constants, see details at C. Wong, G. Moffa and J. Kuipers (2025), doi:10.48550/arXiv.2503.13046.

Install

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

install.packages("GWnorm", 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-gwnorm

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-GWnorm

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-GWnorm

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: 2.9 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25
ERROR2 OK, 1 ERROR2026-04-17

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.2

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 17
Examples that run: 100%13 run in a plain check
Exported functions with examples: 76%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

2.3K

CRAN downloads in the past year

Rank #12,841 · ~6/day · ~190/mo

Releases R versions

Daily download trend is not available in this view yet.

32230 days

88290 days

2.3K1 year

Compare downloads with other packages →

Also on157 r2u2 autocran

How downloads are counted

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing GWnorm adds 32 packages (20 with compiled code, 29 MB of source tarballs). Heaviest: ggplot2 6.0 MB, igraph 4.8 MB, deSolve 1.9 MB.

Depends (1)

R >= 4.0.0

Imports (8)

igraph BDgraph CholWishartMASSmvtnorm hypergeo gsl Rcpp

LinkingTo (2)

Rcpp RcppEigen

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Jack Kuipers

Author, Maintainer since 1.0 (2026)

Ching Wong

Author

Releases (3)

Pick two releases to compare their code metrics.

1.0.2Latest
record
2026-07-07 · current release · diff ↗
1.0.1
record
2026-05-27 · diff ↗ ·
added 7 exports
I_G_ratio_approx, I_G_ratio_approx_prime, Iss_mat, Iss_cmat, is_6_cycle, is_k_partite, I_G_special
R
R 4.6.0 released · 2026-04-24
1.0
record
2026-04-16
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-04-16
Total releases: 3 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.0.0
Download size: 19 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("GWnorm")

Format

Kuipers, J., & Wong, C. (2026). GWnorm: G-Wishart Normalising Constants for Gaussian Graphical Models (Version 1.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.GWnorm

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 GWnorm version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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