R Observatory: Metrics for graphicalExtremes version 0.3.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

graphicalExtremes

0.3.5Package record

Statistical Methodology for Graphical Extreme Value Models

1packages depend

29.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Sebastian EngelkeCRAN page ↗GitHub ↗Issues ↗

Statistical methodology for sparse multivariate extreme value models. Methods are provided for exact simulation and statistical inference for multivariate Pareto distributions on graphical structures as described in the paper 'Graphical Models for Extremes' by Engelke and Hitz (2020) doi:10.1111/rssb.12355.

Install

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

install.packages("graphicalExtremes", 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("sebastian-engelke/graphicalExtremes")

Development version from sebastian-engelke/graphicalExtremes. 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-graphicalextremes

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-graphicalExtremes

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-graphicalExtremes

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: 6.1 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 OK2026-04-11

Show 1 earlier changeHide 1 earlier change

WARNING6 OK, 8 WARNING2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.5

README· In the repository, left out of the releaseVignettesYes · 2 · dynamicNEWSNoCitation fileNo

Help pages: 81 (38 internal)includes a package overview page
Examples that run: 100%19 run in a plain check
Exported functions with examples: 41%
Documented parameters: 100%
Return-value docs: 88%
Help pages citing references: 16% with a bibliography file

Vignettes (2)

How these are measured

Downloads

29.5K

CRAN downloads in the past year

Rank #5,654 · ~81/day · ~2.5K/mo

Releases R versions

Daily download trend is not available in this view yet.

68330 days

1.5K90 days

29.5K1 year

Compare downloads with other packages →

Also on147 r2u6 autocran77 c2d4u

How downloads are counted

Repository

sebastian-engelke/graphicalextremes ↗Account: sebastian-engelke

21Stars

4Forks

1Open issues

0Open PRs

6Releases

347Commits

4Commit identities

347 commits · Last activity 2026-05-07 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 33%
Median days to close, 50 most recently updated closed issues: 2
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-09-22 · 192026-07-07 · 21

How these are measured

PracticesBeta

7 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/sebastian-engelke/graphicalextremes on 2026-10-18.

Continuous integration (1)

GitHub Actions

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-05-07 · The repository has a site deploy workflow

Reproducibility and dev environment (1)

data-raw/

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Installing graphicalExtremes adds 30 packages (22 with compiled code, 29 MB of source tarballs). Heaviest: clarabel 5.7 MB, igraph 4.8 MB, glmnet 2.7 MB.

Depends (1)

R >= 3.6.0

Imports (10)

igraph mvtnorm Rdpack stats (>= 3.6.0)utilscorpcor osqp glmnet glassoFast CVXR

LinkingTo (0)

none

Suggests (7)

testthat knitr rmarkdown dplyr ggplot2 bookdown maps

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Depends 1

Depends, Imports or LinkingTo, most downloaded first

satdad

How these are counted

Code & Tests

Datasets

People & History

People (4)

Sebastian Engelke

Author, Maintainer since 0.1.0 (2019)

Nicola Gnecco

Author

Manuel Hentschel

Author · added in 0.2.0

Adrien S. Hitz

Author

Releases (8)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.3.5Latest
record
2026-03-30 · current release · diff ↗
0.3.4
record
2025-06-13 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.3.3
record
2024-11-14 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.3.2
record
2024-04-18 · diff ↗ ·
added 2 exports
eglatent, getFlightGraph
0.3.1
record
2024-02-22 · diff ↗
0.3.0
record
2023-11-13 · diff ↗ ·
added 31 exports
Gamma2Gamma, Sigma2Sigma, Sigma2Theta, Sigma2graph, Theta2Sigma, Theta2Theta, checkGamma, checkMatrix, checkSigma, checkSigmaTheta, checkTheta, ensure_matrix_symmetry, ensure_matrix_symmetry_and_truncate_zeros, fit_graph_to_Theta, fmpareto_HR_MLE, generate_random_chordal_graph, generate_random_connected_graph, generate_random_graphical_Gamma, generate_random_spd_matrix, generate_random_tree, getDanubeFlowGraph, getFlightDelayData, get_alert_function, is_valid_Gamma, is_valid_Sigma, is_valid_Theta, matrix2matrix, partialMatrixToGraph, plotDanube, plotDanubeIGraph and 1 more
R
R 4.3.0 released · 2023-04-21
0.2.0
record
2022-12-02 · diff ↗ ·
removed 2 exports
emp_chi_mat, mst_HR

added 24 exports
Gamma2Theta, Theta2Gamma, Theta2graph, complete_Gamma_decomposable, complete_Gamma_general, complete_Gamma_general_demo, complete_Gamma_general_split, eglearn, emp_chi_multdim, emp_chi_pairwise, emp_vario, emp_vario_pairwise, emst, emtp2, flightCountMatrixToConnectionList, generate_random_Gamma, generate_random_cactus, generate_random_integer_Gamma, generate_random_model, get_large_tol, get_mc_cores, get_small_tol, loglik_HR, plotFlights
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.1.0
record
2019-11-08
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-11-08
Total releases: 8 / 7 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.6.0
Bundled data: 1.9 MB / 2 files
Download size: 2.3 MB

Appears in task views

Extreme Value Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("graphicalExtremes")

Format

Engelke, S., Gnecco, N., Hentschel, M., & Hitz, A. S. (2026). graphicalExtremes: Statistical Methodology for Graphical Extreme Value Models (Version 0.3.5) [Computer software]. https://doi.org/10.32614/CRAN.package.graphicalExtremes

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 graphicalExtremes version 0.3.5 [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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