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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
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  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns