CFM: Analyzing Censored Factor Models

Provides generation and estimation of censored factor models for high-dimensional data with censored errors (normal, t, logistic). Includes Sparse Orthogonal Principal Components (SOPC), and evaluation metrics. Based on Guo G. (2023) <doi:10.1007/s00180-022-01270-z>.

Version: 0.6.0
Depends: R (≥ 3.5.0)
Imports: stats, MASS, psych, matrixcalc, crch
Suggests: testthat (≥ 3.0.0), ggplot2
Published: 2025-10-22
DOI: 10.32614/CRAN.package.CFM (may not be active yet)
Author: Guangbao Guo [aut, cre], Tong Meng [aut]
Maintainer: Guangbao Guo <ggb11111111 at 163.com>
License: MIT + file LICENSE
NeedsCompilation: no
Language: en-US
CRAN checks: CFM results

Documentation:

Reference manual: CFM.html , CFM.pdf

Downloads:

Package source: CFM_0.6.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): CFM_0.6.0.tgz, r-release (x86_64): CFM_0.6.0.tgz, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=CFM to link to this page.