Other packages > Find by keyword >

EMMIXmfa  

Mixture Models with Component-Wise Factor Analyzers
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EMMIXmfa", "2.0.14")



Attach the package and use:
library("EMMIXmfa")
Maintained by
Suren Rathnayake
[Scholar Profile | Author Map]
First Published: 2018-10-19
Latest Update: 2019-12-16
Description:
We provide functions to fit finite mixtures of multivariate normal or t-distributions to data with various factor analytic structures adopted for the covariance/scale matrices. The factor analytic structures available include mixtures of factor analyzers and mixtures of common factor analyzers. The latter approach is so termed because the matrix of factor loadings is common to components before the component-specific rotation of the component factors to make them white noise. Note that the component-factor loadings are not common after this rotation. Maximum likelihood estimators of model parameters are obtained via the Expectation-Maximization algorithm. See descriptions of the algorithms used in McLachlan GJ, Peel D (2000) McLachlan GJ, Peel D (2000) McLachlan GJ, Peel D, Bean RW (2003) McLachlan GJ, Bean RW, Ben-Tovim Jones L (2007) Baek J, McLachlan GJ, Flack LK (2010) Baek J, McLachlan GJ (2011) McLachlan GJ, Baek J, Rathnayake SI (2011) .
How to cite:
Suren Rathnayake (2018). EMMIXmfa: Mixture Models with Component-Wise Factor Analyzers. R package version 2.0.14, https://cran.r-project.org/web/packages/EMMIXmfa. Accessed 10 May. 2025.
Previous versions and publish date:
2.0.7 (2018-10-19 14:20), 2.0.11 (2019-12-16 23:50)
Other packages that cited EMMIXmfa R package
View EMMIXmfa citation profile
Other R packages that EMMIXmfa depends, imports, suggests or enhances
Complete documentation for EMMIXmfa
Downloads during the last 30 days
04/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/08Downloads for EMMIXmfa0246810121416182022242628TrendBars

Today's Hot Picks in Authors and Packages

distreg.vis  
Framework for the Visualization of Distributional Regression Models
Functions for visualizing distributional regression models fitted using the 'gamlss', 'bamlss' or 'b ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
hdpGLM  
Hierarchical Dirichlet Process Generalized Linear Models
Implementation of MCMC algorithms to estimate the Hierarchical Dirichlet Process Generalized Linear ...
Download / Learn more Package Citations See dependency  
specklestar  
Reduction of Speckle Data from BTA 6-m Telescope
A set of functions for obtaining positional parameters and magnitude difference between components o ...
Download / Learn more Package Citations See dependency  
dataprep  
Efficient and Flexible Data Preprocessing Tools
Efficiently and flexibly preprocess data using a set of data filtering, deletion, and interpolation ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,402

Author Associations

24,206

Publication Badges

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