<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Network Estimation, Bootstrap, and Higher-Order Analysis</dc:title>
  <dc:title>R package Nestimate version 0.3.0</dc:title>
  <dc:description>Estimate, compare, and analyze dynamic and psychological networks
    using a unified interface. Provides transition network analysis
    estimation (transition, frequency, co-occurrence, attention-weighted)
    Saqr et al. (2025) &lt;doi:10.1145/3706468.3706513&gt;, psychological
    network methods (correlation, partial correlation, 'graphical lasso',
    'Ising') Saqr, Beck, and Lopez-Pernas (2024)
    &lt;doi:10.1007/978-3-031-54464-4_19&gt;,
    and higher-order network methods including higher-order networks,
    higher-order network embedding, hyper-path anomaly, and multi-order
    generative model. Supports bootstrap inference, permutation testing,
    split-half reliability, centrality stability analysis, mixed Markov
    models, multi-cluster multi-layer networks and clustering.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5)</dc:relation>
  <dc:relation>Imports: ggplot2, glasso, data.table, cluster</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0), tna, cograph, igraph, glmnet, lavaan,
stringdist, nnet, IsingFit, bootnet, gimme, qgraph, reticulate,
gridExtra, knitr, rmarkdown, pkgdown</dc:relation>
  <dc:creator>Mohammed Saqr &lt;saqr@saqr.me&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Mohammed Saqr [aut, cre, cph],
  Sonsoles López-Pernas [aut]</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=Nestimate/LICENSE)</dc:rights>
  <dc:date>2026-04-08</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=Nestimate</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.Nestimate</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
