Other packages > Find by keyword >

GFA  

Group Factor Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GFA", "1.0.5")



Attach the package and use:
library("GFA")
Maintained by
Eemeli Leppäaho
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-10-11
Latest Update: 2023-10-21
Description:
Factor analysis implementation for multiple data sources, i.e., for groups of variables. The whole data analysis pipeline is provided, including functions and recommendations for data normalization and model definition, as well as missing value prediction and model visualization. The model group factor analysis (GFA) is inferred with Gibbs sampling, and it has been presented originally by Virtanen et al. (2012), and extended in Klami et al. (2015) and Bunte et al. (2016) ; for details, see the citation info.
How to cite:
Eemeli Leppäaho (2016). GFA: Group Factor Analysis. R package version 1.0.5, https://cran.r-project.org/web/packages/GFA. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.0 (2016-10-11 18:56), 1.0.1 (2017-03-17 14:01), 1.0.3 (2017-08-04 10:54), 1.0.4 (2023-10-07 12:30)
Other packages that cited GFA R package
View GFA citation profile
Other R packages that GFA depends, imports, suggests or enhances
Complete documentation for GFA
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
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