Package: nda
Type: Package
Title: Generalized Network-Based Dimensionality Reduction and Analysis
Version: 0.3.0
Authors@R: c(
    person("Zsolt T.", "Kosztyan", email="kosztyan.zsolt@gtk.uni-pannon.hu", role = c("aut", "cre")),
    person("Marcell T.", "Kurbucz", email="kurbuczmarcell@gmail.com", role = c("aut")),
    person("Attila I.", "Katona", email="katona.attila@gtk.uni-pannon.hu", role = c("aut")),
    person("Zahid", "Khan", email="zahidkhan@hu.edu.pk", role = c("aut"))
    )
Maintainer: Zsolt T. Kosztyan <kosztyan.zsolt@gtk.uni-pannon.hu>
Description: Constructs interpretable latent variables from communities in
    squared-association networks. Supports full, partial, and semipartial
    associations, feature selection, sparse networks, inference, prediction,
    visualization, and supervised regression. The generalized method is
    described in Kosztyan et al. (2024) <doi:10.1016/j.eswa.2023.121779>.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
LazyDataCompression: xz
URL: https://github.com/kzst/nda
BugReports: https://github.com/kzst/nda/issues
Depends: R (>= 4.0.0)
Imports: energy, psych, stats, graphics, grDevices, grid, igraph,
        Matrix, MASS, mco, parallel, ppcor, visNetwork
Suggests: glmnet, knitr, lm.beta, plotly, rmarkdown, testthat (>=
        3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
RoxygenNote: 7.2.3
NeedsCompilation: no
Packaged: 2026-11-06 16:21:45 UTC; kzst
Author: Zsolt T. Kosztyan [aut, cre],
  Marcell T. Kurbucz [aut],
  Attila I. Katona [aut],
  Zahid Khan [aut]
Repository: CRAN
Date/Publication: 2026-11-06 17:40:08 UTC
