mixggm (version 1.0)

Mixtures of Gaussian Graphical Models

Description

Mixtures of Gaussian graphical models for model-based clustering with sparse covariance and concentration matrices. See Fop, Murphy, and Scrucca (2018) .

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Install

install.packages('mixggm')

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Version

1.0

License

GPL (>= 2)

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Repository

https://github.com/michaelfop/mixggm

Maintainer

Michael Fop

Last Published

November 14th, 2018

Functions in mixggm (1.0)

penalty

Penalty functions for graph structure search

mixggm-package

Mixtures of Gaussian graphical models

plotting-functionalities

Plotting functionalities for Gaussian covariance and concentration graph models and their mixture

control-parameters

Set control parameters for various purposes

fitGGM

Fit a Gaussian graphical model

mixGGM

Mixture of Gaussian graphical models

internal-functions

Internal mggm function

searchGGM

Structure search and estimation for Gaussian graphical models