GFM: Generalized Factor Model

Generalized factor model for ultra-high dimensional variables with mixed types. We develop a two-step iterative procedure so that each update can be carried out in parallel across all variables and samples. The fast computation version is provided for ultra-high dimensional data, see examples for more details. More details can be referred to Wei Liu, Huazhen Lin, Shurong Zheng and Jin Liu. (2021) <doi:10.1080/01621459.2021.1999818>.

Version: 1.1.0
Depends: doSNOW, parallel, R (≥ 3.5.0)
Imports: MASS, stats
Suggests: knitr, rmarkdown
Published: 2022-01-05
Author: Wei Liu [aut, cre], Huazhen Lin [aut], Shurong Zheng [aut], Jin Liu [aut]
Maintainer: Wei Liu <weiliu at>
License: GPL-3
NeedsCompilation: no
Materials: README
CRAN checks: GFM results


Reference manual: GFM.pdf
Vignettes: GFM: A Simple Transcriptomics Data
GFM: installation and simulated example


Package source: GFM_1.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): GFM_1.1.0.tgz, r-oldrel (arm64): GFM_1.1.0.tgz, r-release (x86_64): GFM_1.1.0.tgz, r-oldrel (x86_64): GFM_1.1.0.tgz


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