Package: psychnets
Title: Tidy Clean-Room Psychological Network Modeling
Version: 0.5.2
Authors@R: 
    c(person("Mohammed", "Saqr", email = "saqr@saqr.me",
             role = c("aut", "cre", "cph")),
      person("Sonsoles", "López-Pernas", role = "aut"))
Description: Provides clean-room implementations for estimating
        psychometric network models, including correlation and
        partial-correlation networks, Gaussian graphical models with
        extended Bayesian information criterion (EBIC) regularization,
        nonparanormal and stepwise selection variants,
        information-filtering networks (the triangulated maximally
        filtered graph and the local-global inverse covariance),
        relative-importance networks, and Ising and mixed graphical
        models <doi:10.3758/s13428-017-0862-1>
        <doi:10.1007/978-3-031-54464-4_19>. All methods are implemented
        from first principles in base R without compiled dependencies
        and return consistent, tidy outputs. Functions are designed to
        be transparent and report optimization diagnostics where
        applicable. For Gaussian graphical models, the graphical lasso
        stationarity (Karush-Kuhn-Tucker) residual quantifies the
        deviation of the estimated solution from the optimum of the
        corresponding convex optimization problem.
License: GPL-3
URL: https://pak.dynasite.org/psychnets,
        https://github.com/mohsaqr/psychnets
BugReports: https://github.com/mohsaqr/psychnets/issues
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Depends: R (>= 3.5.0)
Imports: grDevices, graphics, parallel, stats
Suggests: cocor, cograph, glasso, glmnet, igraph, IsingFit, knitr, mgm,
        mvtnorm, networktools, psych, qgraph, rmarkdown, testthat (>=
        3.0.0), tna
VignetteBuilder: knitr
Config/testthat/edition: 3
Repository: https://mohsaqr.r-universe.dev
Date/Publication: 2026-10-16 15:00:40 UTC
RemoteUrl: https://github.com/mohsaqr/psychnets
RemoteRef: HEAD
RemoteSha: aa81f15043b66401ab498238490c3d4480914eb5
NeedsCompilation: no
Packaged: 2026-10-16 17:40:42 UTC; root
Author: Mohammed Saqr [aut, cre, cph],
  Sonsoles López-Pernas [aut]
Maintainer: Mohammed Saqr <saqr@saqr.me>