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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]
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 07 Apr. 2025.
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
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