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>
License: GPL-3
NeedsCompilation: yes
Materials: README
CRAN checks: CMGFM results


Reference manual: CMGFM.pdf
Vignettes: CMGFM: simulation


Package source: CMGFM_1.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


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