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GOFclustering  

Goodness-of-Fit Testing for Model-Based Clustering
View on CRAN: Click here


Download and install GOFclustering package within the R console
Install from CRAN:
install.packages("GOFclustering")

Install from Github:
library("remotes")
install_github("cran/GOFclustering")

Install by package version:
library("remotes")
install_version("GOFclustering", "1.0.4")



Attach the package and use:
library("GOFclustering")
Maintained by
Matthieu Marbac
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-21
Latest Update: 2026-03-21
Description:
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.
How to cite:
Matthieu Marbac (2026). GOFclustering: Goodness-of-Fit Testing for Model-Based Clustering. R package version 1.0.4, https://cran.r-project.org/web/packages/GOFclustering. Accessed 25 Jun. 2026.
Previous versions and publish date:
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Complete documentation for GOFclustering
Functions, R codes and Examples using the GOFclustering R package
Full GOFclustering package functions and examples
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