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CMGFM: Covariate-Augumented Generalized Factor Model

Covariate-augumented generalized factor model is designed to account for cross-modal heterogeneity, capture nonlinear dependencies among the data, incorporate additional information, and provide excellent interpretability while maintaining high computational efficiency.

Version:1.1
Depends:irlba, R (≥ 3.5.0)
Imports:MASS, stats,GFM,Rcpp (≥ 1.0.10)
LinkingTo:Rcpp,RcppArmadillo
Suggests:knitr,rmarkdown
Published:2024-06-25
DOI:10.32614/CRAN.package.CMGFM
Author:Wei Liu [aut, cre], Jiakun Jiang [aut], Dewei Xiang [aut], Xuancheng Zhou [aut]
Maintainer:Wei Liu <LiuWeideng at gmail.com>
BugReports:https://github.com/feiyoung/CMGFM/issues
License:GPL-3
NeedsCompilation:yes
Materials:README
CRAN checks:CMGFM results

Documentation:

Reference manual:CMGFM.html ,CMGFM.pdf
Vignettes:CMGFM: simulation (source,R code)

Downloads:

Package source: CMGFM_1.1.tar.gz
Windows binaries: r-devel:CMGFM_1.1.zip, r-release:CMGFM_1.1.zip, r-oldrel:CMGFM_1.1.zip
macOS binaries: r-release (arm64):CMGFM_1.1.tgz, r-oldrel (arm64):CMGFM_1.1.tgz, r-release (x86_64):CMGFM_1.1.tgz, r-oldrel (x86_64):CMGFM_1.1.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=CMGFMto link to this page.


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