Package: GulFM
Type: Package
Title: General Unilateral Load Estimator for Two-Layer Latent Factor
        Models
Version: 0.5.0
Authors@R: c(person(given = "Guangbao", family = "Guo", role = c("aut", "cre"), email = "ggb11111111@163.com"))
Description: 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>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.3
Depends: R (>= 3.5.0)
Imports: MASS, matrixStats
Suggests: testthat (>= 3.0.0), ggplot2
NeedsCompilation: no
Language: en-US
Author: Guangbao Guo [aut, cre]
Maintainer: Guangbao Guo <ggb11111111@163.com>
Packaged: 2026-01-06 07:38:50 UTC; 86188
Repository: CRAN
Date/Publication: 2026-01-08 04:40:08 UTC
Built: R 4.6.0; ; 2026-04-25 19:25:48 UTC; unix
