heteromixgm

2.0.2

Copula Graphical Models for Heterogeneous Mixed Data

0packages depend

2.3Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Sjoerd HermesFirst published 2023-02-275 releasesCRAN 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)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.

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-heteromixgm

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

Health

CRAN checks

13OK

Slowest check: 3.1 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-06-08
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 57%
Documented parameters: 100%
Return-value docs: 100%
References docs: 100%

Downloads

2.3K

CRAN downloads in the past year

Rank #19,823 · ~6/day · ~189/mo

Releases R versions

Daily download trend is not available in this view yet.

17730 days

58690 days

2.3K1 year

Compare downloads with other packages →

Also on92 r2u18 autocran

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

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.

Code & Tests

People & History

People (3)

Maintainer (1)

Sjoerd Hermes

Author, Maintainer

Authors (1)

Sjoerd Hermes

Author, Maintainer

Contributors (2)

Pariya Behrouzi

Contributor

Joost van Heerwaarden

Contributor

Package Timeline

5 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
2.0.2Latest
2024-08-19 · current release · diff ↗
2.0.1
2024-08-01 · diff ↗
2.0.0
2024-07-30 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.0
2023-06-29 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.1.0
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
Installed size: not tracked yet
With dependencies: not tracked yet

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