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GulFM: General Unilateral Load Estimator for Two-Layer Latent Factor Models

Implements general unilateral loading estimator for two-layer latent factor models with smooth, element-wise factor transformations. We provide data simulation, loading estimation,finite-sample error bounds, and diagnostic tools for zero-mean and sub-Gaussian assumptions. A unified interface is given for evaluating estimation accuracy and cosine similarity. The philosophy of the package is described in Guo G. (2026) <doi:10.1016/j.apm.2025.116280>.

Version: 0.1.2
Depends: R (≥ 3.5.0)
Imports: MASS, matrixStats
Suggests: testthat (≥ 3.0.0), ggplot2
Published: 2025-10-28
DOI: 10.32614/CRAN.package.GulFM
Author: Guangbao Guo [aut, cre]
Maintainer: Guangbao Guo <ggb11111111 at 163.com>
License: MIT + file LICENSE
NeedsCompilation: no
Language: en-US
CRAN checks: GulFM results

Documentation:

Reference manual: GulFM.html , GulFM.pdf

Downloads:

Package source: GulFM_0.1.2.tar.gz
Windows binaries: r-devel: GulFM_0.1.2.zip, r-release: GulFM_0.1.2.zip, r-oldrel: GulFM_0.1.2.zip
macOS binaries: r-release (arm64): GulFM_0.1.2.tgz, r-oldrel (arm64): GulFM_0.1.2.tgz, r-release (x86_64): GulFM_0.1.2.tgz, r-oldrel (x86_64): GulFM_0.1.2.tgz

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.