Package: SFM
Type: Package
Title: A Package for Analyzing Skew Factor Models
Version: 0.2.1
Authors@R: c(person(given = "Guangbao", family = "Guo", role = c("aut", "cre"), email = "ggb11111111@163.com"),person(given = "Yu", family = "Jin", role = "aut"))
Description: Generates Skew Factor Models data and applies Sparse Online Principal Component (SOPC), Incremental Principal Component (IPC), Projected Principal Component (PPC), Perturbation Principal Component (PPC), Stochastic Approximation Principal Component (SAPC), Sparse Principal Component (SPC) and other PC methods to estimate model parameters. It includes capabilities for calculating mean squared error, relative error, and sparsity of the loading matrix.The philosophy of the package is described in Guo G. (2023) <doi:10.1007/s00180-022-01270-z>.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.2
Imports: MASS, SOPC, matrixcalc, sn, stats,psych
NeedsCompilation: no
Language: en-US
Author: Guangbao Guo [aut, cre],
  Yu Jin [aut]
Maintainer: Guangbao Guo <ggb11111111@163.com>
Suggests: testthat (>= 3.0.0), ggplot2
Packaged: 2025-04-15 09:02:05 UTC; AIERXUAN
Depends: R (>= 3.5.0)
Repository: CRAN
Date/Publication: 2025-04-15 09:40:02 UTC
Built: R 4.4.3; ; 2025-12-24 04:22:28 UTC; windows
