R Observatory: Metrics for ExtremalDep version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ExtremalDep

1.0.0Package record

Extremal Dependence Models

0packages depend

4Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Simone PadoanCRAN page ↗GitHub ↗Website ↗Issues ↗

A set of procedures for parametric and non-parametric modelling of the dependence structure of multivariate extreme-values is provided. The statistical inference is performed with non-parametric estimators, likelihood-based estimators and Bayesian techniques. It adapts the methodologies of Beranger and Padoan (2015) doi:10.48550/arXiv.1508.05561, Marcon et al. (2016) doi:10.1214/16-EJS1162, Marcon et al. (2017) doi:10.1002/sta4.145, Marcon et al. (2017) doi:10.1016/j.jspi.2016.10.004 and Beranger et al. (2021) doi:10.1007/s10687-019-00364-0. This package also allows for the modelling of spatial extremes using flexible max-stable processes. It provides simulation algorithms and fitting procedures relying on the Stephenson-Tawn likelihood as per Beranger at al. (2021) doi:10.1007/s10687-020-00376-1.

Install

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

install.packages("ExtremalDep", 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("borisberanger/ExtremalDep")

Development version from borisberanger/ExtremalDep. 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-extremaldep

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-ExtremalDep

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-ExtremalDep

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: 5.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.0

READMEYes · 365 wordsVignettesNoNEWSNoCitation fileNoWebsiteYes

Help pages: 46
Examples that run: 83%33 run in a plain check (2 of them under a condition) · 5 only when donttest examples are enabled (R CMD check --as-cran) · 2 never run
Exported functions with examples: 100%
Documented parameters: 93%
Return-value docs: 92%
Help pages citing references: 61%

How these are measured

Downloads

4K

CRAN downloads in the past year

Rank #8,787 · ~11/day · ~330/mo

Releases R versions

Daily download trend is not available in this view yet.

47730 days

1.1K90 days

4K1 year

Compare downloads with other packages →

Also on382 r2u13 autocran85 c2d4u

How downloads are counted

Repository

borisberanger/extremaldep ↗Account: borisberanger

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2025-08-20

Responsiveness

not measured

How these are measured

PracticesBeta

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

Checks run against github.com/borisberanger/extremaldep on 2026-10-11.

Continuous integration (1)

GitHub Actions

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

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing ExtremalDep adds 54 packages (32 with compiled code, 42 MB of source tarballs). Heaviest: ggplot2 6.0 MB, fds 3.7 MB, copula 3.5 MB.

Depends (1)

R >= 3.5.0

Imports (14)

numDeriv evd sn quadprog copula nloptr gtools mvtnorm fdaparalleldoParallel foreachclustermethods

LinkingTo (0)

none

Suggests (2)

fields extraDistr

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 (9)

Simone Padoan

Maintainer since 0.0.3-1 (2019), Author

Boris Beranger

Author

Giulia Marcon

Author

Brian Gough

Contributor · added in 0.0.4-1

Author of included cubature fragments

Rudolf Schuerer

Contributor · added in 0.0.4-1

Author of included cubature fragments

Steven G. Johnson

Contributor

Author of included cubature fragments

Philippe Naveau

Contributor · added in 0.0.4-3

Author of PAMfmado function

Anne Sabourin

Contributor · added in 0.0.4-0

Author of included BMAmevt fragments

Alec G. Stephenson

Contributor · added in 0.0.4-0

Releases (11)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.0Latest
record
2025-08-21 · current release · diff ↗
0.0.4-5
record
2025-06-29 · diff ↗ ·
removed 3 exports
plot_ExtDep, plot_ExtDep.np, summary_ExtDep

added 10 exports
angular.plot, lambda.HR, pickands.plot, est, StdErr, model, method, bic, tic, returns.plot
R
R 4.5.0 released · 2025-04-11
0.0.4-4
record
2024-12-18 · diff ↗
0.0.4-3
record
2024-12-12 · diff ↗ ·
added 1 export
PAMfmado
0.0.4-2
record
2024-10-06 · diff ↗
R
R 4.4.0 released · 2024-04-24
unarchivedReturned to CRAN
2023-09-25
0.0.4-1
record
2023-09-25 · diff ↗
archivedRemoved from CRAN
2023-09-19
check issues were not corrected in time
R
R 4.3.0 released · 2023-04-21
0.0.4-0
record
2023-02-26 · diff ↗ ·
removed 18 exports
alik, AngDensPlot, chi.bsn, chi.extst, dens_extr_mod, dens, excess_pr_extr_mod, exponent_extr_mod, fit_pclik_extr_mod, pk.extst, posteriorMCMC, prior, proposal, r_extr_mod, bbeed, summary.bbeed, UniExtQ, ExtQset

added 22 exports
dim_ExtDep, dExtDep, pExtDep, rExtDep, fExtDep, fExtDep.np, pFailure, trans2UFrechet, trans2GEV, dGEV, pGEV, qGEV, fGEV, rExtDepSpat, fExtDepSpat, index.ExtDep, plot_ExtDep, plot_ExtDep.np, diagnostics, summary_ExtDep, ExtQ, simplex
unarchivedReturned to CRAN
2022-05-09
0.0.3-5
record
2022-05-09 · diff ↗
archivedRemoved from CRAN
2022-05-04
requires archived package 'CompRandFld'

Show 7 earlier eventsHide 7 earlier events

R
R 4.2.0 released · 2022-04-22
0.0.3-4
record
2021-09-23 · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.0.3-3
record
2020-01-16 · diff ↗
0.0.3-1
record
2019-08-29
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-08-29
Total releases: 11 / 7 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Bundled data: 212 KB / 7 files
Download size: 389 KB

Appears in task views

Extreme Value Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ExtremalDep")

Format

Padoan, S., Brian Gough, Rudolf Schuerer, Beranger, B., Johnson, S. G., Marcon, G., Naveau, P., Sabourin, A., & Stephenson, A. G. (2025). ExtremalDep: Extremal Dependence Models (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.ExtremalDep

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 ExtremalDep version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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