Other packages > Find by keyword >

MatrixMixtures  

Model-Based Clustering via Matrix-Variate Mixture Models
View on CRAN: Click here


Download and install MatrixMixtures package within the R console
Install from CRAN:
install.packages("MatrixMixtures")

Install from Github:
library("remotes")
install_github("cran/MatrixMixtures")

Install by package version:
library("remotes")
install_version("MatrixMixtures", "1.0.0")



Attach the package and use:
library("MatrixMixtures")
Maintained by
Michael P.B. Gallaugher
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-11
Latest Update: 2021-06-11
Description:
Implements finite mixtures of matrix-variate contaminated normal distributions via expectation conditional-maximization algorithm for model-based clustering, as described in Tomarchio et al.(2020) . One key advantage of this model is the ability to automatically detect potential outlying matrices by computing their a posteriori probability of being typical or atypical points. Finite mixtures of matrix-variate t and matrix-variate normal distributions are also implemented by using expectation-maximization algorithms.
How to cite:
Michael P.B. Gallaugher (2021). MatrixMixtures: Model-Based Clustering via Matrix-Variate Mixture Models. R package version 1.0.0, https://cran.r-project.org/web/packages/MatrixMixtures. Accessed 26 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited MatrixMixtures R package
View MatrixMixtures citation profile
Other R packages that MatrixMixtures depends, imports, suggests or enhances
Complete documentation for MatrixMixtures
Functions, R codes and Examples using the MatrixMixtures R package
Some associated functions: MatrixMixt . SimX . 
Some associated R codes: MVCN.R . MVN.R . MVT.R . Main.R . Others.R . SimX.R .  Full MatrixMixtures package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PoisBinOrdNor  
Data Generation with Poisson, Binary, Ordinal and Normal Components
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
Download / Learn more Package Citations See dependency  
tactile  
New and Extended Plots, Methods, and Panel Functions for 'lattice'
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency  
infotheo  
Information-Theoretic Measures
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency  
poptrend  
Estimate Smooth and Linear Trends from Population Count Survey Data
Functions to estimate and plot smooth or linear population trends, or population indices, from anim ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA