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MatTransMix (version 0.1.16)

Clustering with Matrix Gaussian and Matrix Transformation Mixture Models

Description

Provides matrix Gaussian mixture models, matrix transformation mixture models and their model-based clustering results. The parsimonious models of the mean matrices and variance covariance matrices are implemented with a total of 196 variations.

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Version

Install

install.packages('MatTransMix')

Monthly Downloads

248

Version

0.1.16

License

GPL (>= 2)

Maintainer

Xuwen Zhu

Last Published

April 30th, 2023

Functions in MatTransMix (0.1.16)

crime

Crime data

MatTransMix-package

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

print.object

Functions for Printing or Summarizing Objects

IMDb

IMDb data

MatTrans.EM

EM algorithm for matrix clustering

MatTrans.plot

Mean coordinate plot

MatTrans.init

Initialization for the EM algorithm for matrix clustering

Salary

Salary data