Goodness-of-Fit Testing for Model-Based Clustering

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


Reference manual

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install.packages("GOFclustering")

1.0.4 by Matthieu Marbac, 7 months ago


Browse source code at https://github.com/cran/GOFclustering


Authors: Salima El Kolei [aut] , Matthieu Marbac [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp, parallel, VarSelLCM, mixtools, goftest, partitions, randtoolbox, stats, mvtnorm

Linking to Rcpp, RcppArmadillo


See at CRAN