R Observatory: Metrics for bigergm version 1.2.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bigergm

1.2.6

Fit, Simulate, and Diagnose Hierarchical Exponential-Family Models for Big Networks

0packages depend

3.8Kdownloads / year

70.6%test coverage

13/13checks pass

Overview

About

Maintained by Cornelius FritzFirst published 2024-02-168 releasesCRAN page ↗

A toolbox for analyzing and simulating large networks based on hierarchical exponential-family random graph models (HERGMs).'bigergm' implements the estimation for large networks efficiently building on the 'lighthergm' and 'hergm' packages. Moreover, the package contains tools for simulating networks with local dependence to assess the goodness-of-fit.

Install

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

install.packages("bigergm", 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-bigergm

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-bigergm

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-bigergm

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

Health

CRAN checks

13OK

Slowest check: 10.2 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 1.42

70.6%

Coverage · measured lines

100%

Documentation · exports

23

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
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
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 3 earlier snapshots

NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 53%

Downloads

3.8K

CRAN downloads in the past year

Rank #11,349 · ~10/day · ~318/mo

Releases R versions

Daily download trend is not available in this view yet.

24430 days

86090 days

3.8K1 year

Compare downloads with other packages →

Also on466 r2u60 autocran

Dependencies

Declared dependencies

27 external dependencies (excludes base and recommended)

Depends (3)

R >= 3.5.0ergm Rcpp

Imports (21)

RcppArmadillo networkMatrixcachem tidyr statnet.commonmethodsstringr intergraph igraphparallelmagrittr purrr dplyr glue readr foreach rlang memoise reticulate ergm.multi

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (5)

rmarkdown knitr testthat sna tibble

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (6)

Maintainer (1)

Cornelius Fritz

Author, Maintainer

Authors (6)

Cornelius Fritz

Author, Maintainer

Shota Komatsu

Author

Juan Nelson Martínez Dahbura

Author

Angelo Mele

Author

Takanori Nishida

Author

Michael Schweinberger

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.2.6Latest
2026-03-24 · current release · diff ↗
1.2.5
2025-10-05 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.2.4
2025-02-24 · diff ↗
1.2.3
2024-10-23 · diff ↗
1.2.2
2024-10-03 · diff ↗
1.2.1
2024-06-13 · diff ↗
1.2.0
2024-06-11 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.1.0
2024-02-16
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-02-16
Total releases: 8 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 987 KB / 7 files
Download size: 1.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Network Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bigergm")

Format

Fritz, C., Komatsu, S., Martínez Dahbura, J. N., Mele, A., Nishida, T., & Schweinberger, M. (2026). bigergm: Fit, Simulate, and Diagnose Hierarchical Exponential-Family Models for Big Networks (Version 1.2.6) [Computer software]. https://doi.org/10.32614/CRAN.package.bigergm

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 bigergm version 1.2.6 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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