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<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 Meta-Analysis using Frequentist Methods</dc:title>
  <dc:title>R package netmeta version 3.6-1</dc:title>
  <dc:subject>CRAN Task View: ClinicalTrials (https://CRAN.R-project.org/view=ClinicalTrials)</dc:subject>
  <dc:subject>CRAN Task View: MetaAnalysis (https://CRAN.R-project.org/view=MetaAnalysis)</dc:subject>
  <dc:description>A comprehensive set of functions providing frequentist methods for network meta-analysis (Balduzzi et al., 2023) &lt;doi:10.18637/jss.v106.i02&gt; and supporting Schwarzer et al. (2015) &lt;doi:10.1007/978-3-319-21416-0&gt;, Chapter 8 "Network Meta-Analysis":
 - frequentist network meta-analysis following Rücker (2012) &lt;doi:10.1002/jrsm.1058&gt;;
 - additive network meta-analysis for combinations of treatments (Rücker et al., 2020) &lt;doi:10.1002/bimj.201800167&gt;;
 - network meta-analysis of binary data using the Mantel-Haenszel or non-central hypergeometric distribution method (Efthimiou et al., 2019) &lt;doi:10.1002/sim.8158&gt;, or penalised logistic regression (Evrenoglou et al., 2022) &lt;doi:10.1002/sim.9562&gt;;
 - rankograms and ranking of treatments by the Surface under the cumulative ranking curve (SUCRA) (Salanti et al., 2013) &lt;doi:10.1016/j.jclinepi.2010.03.016&gt;;
 - ranking of treatments using P-scores (frequentist analogue of SUCRAs without resampling) according to Rücker &amp; Schwarzer (2015) &lt;doi:10.1186/s12874-015-0060-8&gt;;
 - split direct and indirect evidence to check consistency (Dias et al., 2010) &lt;doi:10.1002/sim.3767&gt;, (Efthimiou et al., 2019) &lt;doi:10.1002/sim.8158&gt;;
 - scatter plot to visualize local inconsistency (Wilson et al., 2026) &lt;doi:10.1017/rsm.2026.10082&gt;;
 - league table with network meta-analysis results;
 - 'comparison-adjusted' funnel plot (Chaimani &amp; Salanti, 2012) &lt;doi:10.1002/jrsm.57&gt;;
 - net heat plot and design-based decomposition of Cochran's Q according to Krahn et al. (2013) &lt;doi:10.1186/1471-2288-13-35&gt;;
 - measures characterizing the flow of evidence between two treatments by König et al. (2013) &lt;doi:10.1002/sim.6001&gt;;
 - automated drawing of network graphs described in Rücker &amp; Schwarzer (2016) &lt;doi:10.1002/jrsm.1143&gt;;
 - partial order of treatment rankings ('poset') and Hasse diagram for 'poset' (Carlsen &amp; Bruggemann, 2014) &lt;doi:10.1002/cem.2569&gt;; (Rücker &amp; Schwarzer, 2017) &lt;doi:10.1002/jrsm.1270&gt;;
 - contribution matrix as described in Papakonstantinou et al. (2018) &lt;doi:10.12688/f1000research.14770.3&gt; and Davies et al. (2022) &lt;doi:10.1002/sim.9346&gt;;
 - network meta-regression with a single continuous or binary covariate (Kwarteng et al., 2026) &lt;doi:10.21203/rs.3.rs-8235913/v1&gt;;
 - subgroup network meta-analysis.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0), meta (&gt;= 8.5-0)</dc:relation>
  <dc:relation>Imports: Matrix, metafor, MASS, mvtnorm, magic, igraph, ggplot2,
colorspace, grid, dplyr, magrittr, methods, stringr, tidyr,
ggrepel</dc:relation>
  <dc:relation>Suggests: Rgraphviz, graph, rgl, gridExtra, tictoc, writexl, R.rsp,
cccp, brglm2, crossnma, gemtc, rmarkdown, knitr</dc:relation>
  <dc:creator>Guido Schwarzer &lt;guido.schwarzer@uniklinik-freiburg.de&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Gerta Rücker [aut] (ORCID: &lt;https://orcid.org/0000-0002-2192-2560&gt;),
  Ulrike Krahn [aut],
  Jochem König [aut] (ORCID: &lt;https://orcid.org/0000-0003-4683-0360&gt;),
  Orestis Efthimiou [aut] (ORCID:
    &lt;https://orcid.org/0000-0002-0955-7572&gt;),
  Annabel Davies [aut] (ORCID: &lt;https://orcid.org/0000-0003-2320-7701&gt;),
  Theodoros Papakonstantinou [aut] (ORCID:
    &lt;https://orcid.org/0000-0002-6630-6817&gt;),
  Theodoros Evrenoglou [ctb] (ORCID:
    &lt;https://orcid.org/0000-0003-3336-8058&gt;),
  Krzysztof Ciomek [ctb] (ORCID: &lt;https://orcid.org/0000-0002-2293-2146&gt;,
    Author of the original MIT-licensed R package hasseDiagram),
  Nana-adjoa Kwarteng [ctb] (ORCID:
    &lt;https://orcid.org/0009-0009-0502-6887&gt;),
  Guido Schwarzer [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0001-6214-9087&gt;)</dc:contributor>
  <dc:rights>GPL (&gt;= 2)</dc:rights>
  <dc:rights>file LICENSE (https://CRAN.R-project.org/package=netmeta/LICENSE)</dc:rights>
  <dc:date>2026-06-20</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=netmeta</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.netmeta</dc:identifier>
</oai_dc:dc>
