mgm

1.2-15

Estimating Time-Varying k-Order Mixed Graphical Models

4packages depend

45.6Kdownloads / year

18.6%test coverage

13/13checks pass

Overview

About

Maintained by Jonas HaslbeckFirst published 2015-09-0321 releasesCRAN page ↗GitHub ↗

Estimation of k-Order time-varying Mixed Graphical Models and mixed VAR(p) models via elastic-net regularized neighborhood regression. For details see Haslbeck & Waldorp (2020) doi:10.18637/jss.v093.i08.

Install

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

install.packages("mgm", 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("jmbh/mgm")

Development version from jmbh/mgm. Installs pak first if it is not already available.

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-mgm

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

# 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-mgm

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-mgm

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

Health

CRAN checks

13OK

Slowest check: 6.2 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 0.01

18.6%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 58 wordsVignettesNopkgdown siteNoNEWSYes · 0% structuredCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 99%
Return-value docs: 100%
References docs: 80%

Downloads

45.6K

CRAN downloads in the past year

Rank #2,355 · ~125/day · ~3.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.9K30 days

9K90 days

45.6K1 year

Compare downloads with other packages →

Also on124 r2u41 autocran1.4K conda_forge58 c2d4u

Repository

GitHub ↗ jmbh/mgm

29Stars

8Forks

5Open issues

0Open PRs

0Releases

300Commits

12Contributors

300 commits · Last activity 2025-03-11 · 0% stars, 30d

Stars over time

2025-02-23 · 282026-07-07 · 29

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/jmbh/mgm on 2026-07-30.

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (5)

glmnet stringr Hmisc qgraph gtools

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

2indirect

MixMashNet MultiGroupO bootnet mDAG

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Jonas Haslbeck

Author, Maintainer

Authors (1)

Jonas Haslbeck

Author, Maintainer

Package Timeline

21 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
1.2-15Latest
2025-03-16 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
1.2-14
2023-09-05 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.2-13
2022-07-07 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.2-12
2021-06-03 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.2-11
2021-02-02 · diff ↗
1.2-10
2020-06-27 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.2-9
2020-04-20 · diff ↗
1.2-7
2019-09-05 · diff ↗
R
R 3.6.0 released · 2019-04-26

Show 17 earlier events

1.2-6
2019-03-14 · diff ↗
1.2-5
2019-01-07 · diff ↗
1.2-4
2018-07-08 · diff ↗
1.2-3
2018-06-06 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.2-2
2017-11-23 · diff ↗
1.2-1
2017-06-20 · diff ↗
1.2-0
2017-05-26 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.1-7
2016-10-20 · diff ↗
1.1-6
2016-06-16 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.1-5
2016-04-23 · diff ↗
1.1-4
2016-01-07 · diff ↗
1.1-3
2016-01-06 · diff ↗
1.1-2
2015-09-03
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2015-09-03
Total releases: 21 / 11 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Bundled data: 528 KB / 14 files
Download size: 637 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Graphical Models Psychometric Models and Methods Time Series Analysis

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