GOFclustering

1.0.4

Goodness-of-Fit Testing for Model-Based Clustering

0packages depend

878downloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Matthieu MarbacFirst published 2026-03-211 releasesCRAN page ↗

Performs goodness-of-fit tests for model-based clustering based on the methodology developed in doi:10.48550/arXiv.2511.04206. It implements a test statistic derived from empirical likelihood to verify the distribution of clusters in multivariate Gaussian mixtures and other latent class models.

Install

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

install.packages("GOFclustering", 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-gofclustering

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-GOFclustering

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-GOFclustering

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

Health

CRAN checks

13OK

Slowest check: 4.2 min · r-devel-linux-x86_64-fedora-clang

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
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-22
6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 87%
Return-value docs: 100%
References docs: 100%

Downloads

878

CRAN downloads in the past year

Rank #22,593 · ~2/day · ~73/mo

Releases R versions

Daily download trend is not available in this view yet.

16930 days

52090 days

8781 year

Compare downloads with other packages →

Also on138 r2u5 autocran

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.4

Imports (9)

RcppparallelVarSelLCM mixtools goftest partitions randtoolboxstatsmvtnorm

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 981 (68%)Rd 341 (24%)C++ 112 (8%)

Code characteristics

Cyclomatic complexity: 3.0 median / 11 max

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

34 3 exported

Complexity

3.8 avg / 11 max

Call network

34 nodes / 26 edges

Call graph

Open call graph →

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (2)

Maintainer (1)

Matthieu Marbac

Author, Maintainer

Authors (2)

Matthieu Marbac

Author, Maintainer

Salima El Kolei

Author

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.4Latest
2026-03-21 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-21
Total releases: 1 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.4
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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