Other packages > Find by keyword >

autoMFA  

Algorithms for Automatically Fitting MFA Models
View on CRAN: Click here


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

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

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



Attach the package and use:
library("autoMFA")
Maintained by
John Davey
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-08-10
Latest Update: 2021-08-10
Description:
Provides methods for fitting the Mixture of Factor Analyzers (MFA) model automatically. The MFA model is a mixture model where each sub-population is assumed to follow the Factor Analysis model. The Factor Analysis (FA) model is a latent variable model which assumes that observations are normally distributed, but imposes constraints on their covariance matrix. The MFA model contains two hyperparameters; g (the number of components in the mixture) and q (the number of factors in each component Factor Analysis model). Usually, the Expectation-Maximisation algorithm would be used to fit the MFA model, but this requires g and q to be known. This package treats g and q as unknowns and provides several methods which infer these values with as little input from the user as possible.
How to cite:
John Davey (2021). autoMFA: Algorithms for Automatically Fitting MFA Models. R package version 1.0.0, https://cran.r-project.org/web/packages/autoMFA. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:19), 1.0.0 (2021-08-10 14:00)
Other packages that cited autoMFA R package
View autoMFA citation profile
Other R packages that autoMFA depends, imports, suggests or enhances
Complete documentation for autoMFA
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  
tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
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  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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