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PUGMM (version 0.1.2)

Parsimonious Ultrametric Gaussian Mixture Models

Description

Parsimonious Ultrametric Gaussian Mixture Models via grouped coordinate ascent (equivalent to EM) algorithm characterized by the inspection of hierarchical relationships among variables via parsimonious extended ultrametric covariance structures. The methodologies are described in Cavicchia, Vichi, Zaccaria (2024) , (2022) and (2020) .

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Install

install.packages('PUGMM')

Monthly Downloads

165

Version

0.1.2

License

MIT + file LICENSE

Issues

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Maintainer

Giorgia Zaccaria

Last Published

October 23rd, 2025

Functions in PUGMM (0.1.2)

penguins

Penguins
pugmm

Parsimonious Ultrametric Gaussian Mixture Models
plot.pugmm

Plotting method for pugmm object
puMmm

Parsimonious Ultrametric Manly Mixture Models
UCM

Ultrametric Correlation Matrix
rand.member

Random partition of objects into classes
pugmm_available_models

PUGMM Model Names
Harbour_metals

Harbour_metals