R Observatory: Metrics for heteromixgm version 2.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

heteromixgm

2.0.2Package record

Copula Graphical Models for Heterogeneous Mixed Data

0packages depend

2.4Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Sjoerd HermesCRAN page ↗

A multi-core R package that allows for the statistical modeling of multi-group multivariate mixed data using Gaussian graphical models. Combining the Gaussian copula framework with the fused graphical lasso penalty, the 'heteromixgm' package can handle a wide variety of datasets found in various sciences. The package also includes an option to perform model selection using the AIC, BIC and EBIC information criteria, a function that plots partial correlation graphs based on the selected precision matrices, as well as simulate mixed heterogeneous data for exploratory or simulation purposes and one multi-group multivariate mixed agricultural dataset pertaining to maize yields. The package implements the methodological developments found in Hermes et al. (2024) doi:10.1080/10618600.2023.2289545.

Install

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

install.packages("heteromixgm", 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-heteromixgm

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-heteromixgm

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-heteromixgm

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: 1.9 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
WARNING12 OK, 1 WARNING2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.0.2

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 7
Examples that run: 57%4 run in a plain check · 3 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 100%

How these are measured

Downloads

2.4K

CRAN downloads in the past year

Rank #17,329 · ~7/day · ~200/mo

Releases R versions

Daily download trend is not available in this view yet.

25030 days

73690 days

2.4K1 year

Compare downloads with other packages →

Also on66 r2u1 autocran

How downloads are counted

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing heteromixgm adds 29 packages (17 with compiled code, 26 MB of source tarballs). Heaviest: ggplot2 6.0 MB, igraph 4.8 MB, Rcpp 1.8 MB.

Depends (1)

R >= 3.10

Imports (10)

Matrixigraphparalleltmvtnorm glasso BDgraphmethodsstatsutilsMASS

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Sjoerd Hermes

Author, Maintainer since 0.1.0 (2023)

Pariya Behrouzi

Contributor

Joost van Heerwaarden

Contributor

Releases (5)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
2.0.2Latest
record
2024-08-19 · current release · diff ↗ ·
added 1 export
plot_pcorgraph
2.0.1
record
2024-08-01 · diff ↗
2.0.0
record
2024-07-30 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.0
record
2023-06-29 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.1.0
record
2023-02-27
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-02-27
Total releases: 5 / 3 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.10
Bundled data: 2.4 KB / 1 file
Download size: 19 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("heteromixgm")

Format

Hermes, S., Behrouzi, P., & van Heerwaarden, J. (2024). heteromixgm: Copula Graphical Models for Heterogeneous Mixed Data (Version 2.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.heteromixgm

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 heteromixgm version 2.0.2 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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