MatTransMix-package: Finite mixture modeling and model-based clustering of...

In MatTransMix: Clustering with Matrix Gaussian and Matrix Transformation Mixture Models

Finite mixture modeling and model-based clustering of matrices based on matrix Gaussian mixture and matrix transformation mixture models.

Description

The utility of this package is the clustering of random matrices. Finite mixture modeling and model-based clustering based on matrix Gaussian mixtures and matrix transformation mixtures are employed.

Details

Package:	MatTransMix
Type:	Package
Version:	0.1.1
Date:	2017-02-09
License:	GPL (>= 2)
LazyLoad:	no

Function 'MatTrans.init' runs the initialization for the EM algorithm.

Function 'MatTrans.EM' runs the EM algorithm for matrix-variate mixtures to cluster matrices.

Author(s)

Xuwen Zhu and Volodymyr Melnykov.

Maintainer: Xuwen Zhu <[e-mail]>

MatTransMix documentation built on April 12, 2025, 2:24 a.m.