Package: NetworkToolbox
Title: Methods and Measures for Brain, Cognitive, and Psychometric
        Network Analysis
Version: 1.5.0
Date: 2026-10-27
Authors@R: c(person("Alexander", "Christensen", email = "alexpaulchristensen@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-9798-7037")), person("Guido", "Previde Massara", role = c("ctb"), comment = c("Author of MFCF", ORCID = "0000-0003-0502-2789")),
  person("BCT Contributors", role = "cph", comment = "Copyright holder of the Brain Connectivity Toolbox (BSD 3-clause license)"),
  person("Mika", "Rubinov", role = c("cph", "ctb"), comment = "Original MATLAB implementations in the Brain Connectivity Toolbox (betweenness, distance, clustering, transitivity, participation, diversity, and Louvain)"),
  person("Olaf", "Sporns", role = c("cph", "ctb"), comment = "Original MATLAB implementations in the Brain Connectivity Toolbox (random and lattice networks)"),
  person("Alex", "Fornito", role = c("cph", "ctb"), comment = "Original MATLAB participation coefficient in the Brain Connectivity Toolbox"),
  person("Jeff", "Spielberg", role = c("cph", "ctb"), comment = "Original MATLAB gateway coefficient in the Brain Connectivity Toolbox"),
  person("Jonathan", "Clayden", role = c("cph", "ctb"), comment = "Original MATLAB binary distance in the Brain Connectivity Toolbox"),
  person("Rick", "Betzel", role = c("cph", "ctb"), comment = "Original MATLAB weighted distance in the Brain Connectivity Toolbox"),
  person("Andrea", "Avena", role = c("cph", "ctb"), comment = "Original MATLAB weighted distance in the Brain Connectivity Toolbox"),
  person("Alexandros", "Goulas", role = c("cph", "ctb"), comment = "Original MATLAB binary transitivity in the Brain Connectivity Toolbox")) 
Maintainer: Alexander Christensen <alexpaulchristensen@gmail.com>
Description: Implements network analysis and graph theory measures used
        in neuroscience, cognitive science, and psychology. Methods
        include various filtering methods and approaches such as
        threshold, dependency (Kenett, Tumminello, Madi,
        Gur-Gershgoren, Mantegna, & Ben-Jacob, 2010
        <doi:10.1371/journal.pone.0015032>), Information Filtering
        Networks (Barfuss, Massara, Di Matteo, & Aste, 2016
        <doi:10.1103/PhysRevE.94.062306>), and Efficiency-Cost
        Optimization (Fallani, Latora, & Chavez, 2017
        <doi:10.1371/journal.pcbi.1005305>). Several network measures
        are translated from the Brain Connectivity Toolbox (Rubinov &
        Sporns, 2010 <doi:10.1016/j.neuroimage.2009.10.003>). Brain
        methods include the recently developed Connectome Predictive
        Modeling (see references in package). Also implements several
        network measures including local network characteristics (e.g.,
        centrality), community-level network characteristics (e.g.,
        community centrality), global network characteristics (e.g.,
        clustering coefficient), and various other measures associated
        with the reliability and reproducibility of network analysis.
Depends: R (>= 3.6.0)
License: GPL (>= 3.0)
Copyright: See inst/COPYRIGHTS for details
Encoding: UTF-8
LazyData: true
Imports: corrplot, doParallel, fdrtool, foreach, igraph, IsingFit,
        MASS, methods, parallel, pbapply, ppcor, psych, pwr, R.matlab,
        qgraph
Suggests: googledrive
Config/roxygen2/version: 8.1.1
NeedsCompilation: no
Packaged: 2026-10-28 19:22:53 UTC; root
Author: Alexander Christensen [aut, cre] (ORCID:
        <https://orcid.org/0000-0002-9798-7037>), Guido Previde Massara
        [ctb] (Author of MFCF, ORCID:
        <https://orcid.org/0000-0003-0502-2789>), BCT Contributors
        [cph] (Copyright holder of the Brain Connectivity Toolbox (BSD
        3-clause license)), Mika Rubinov [cph, ctb] (Original MATLAB
        implementations in the Brain Connectivity Toolbox (betweenness,
        distance, clustering, transitivity, participation, diversity,
        and Louvain)), Olaf Sporns [cph, ctb] (Original MATLAB
        implementations in the Brain Connectivity Toolbox (random and
        lattice networks)), Alex Fornito [cph, ctb] (Original MATLAB
        participation coefficient in the Brain Connectivity Toolbox),
        Jeff Spielberg [cph, ctb] (Original MATLAB gateway coefficient
        in the Brain Connectivity Toolbox), Jonathan Clayden [cph, ctb]
        (Original MATLAB binary distance in the Brain Connectivity
        Toolbox), Rick Betzel [cph, ctb] (Original MATLAB weighted
        distance in the Brain Connectivity Toolbox), Andrea Avena [cph,
        ctb] (Original MATLAB weighted distance in the Brain
        Connectivity Toolbox), Alexandros Goulas [cph, ctb] (Original
        MATLAB binary transitivity in the Brain Connectivity Toolbox)
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-28 16:45:30 UTC
RemoteUrl: https://github.com/cran/NetworkToolbox
RemoteRef: HEAD
RemoteSha: c2f08fcada610eeff758c9927de795a5beb548ab