articleJournal of Statistical SoftwareJan 1, 2023DIAMOND OA

netmeta : An R Package for Network Meta-Analysis Using Frequentist Methods

University of Fribourg · University of Bern

Indexed incrossrefdoaj

Abstract

Network meta-analysis compares different interventions for the same condition, by combining direct and indirect evidence derived from all eligible studies. Network metaanalysis has been increasingly used by applied scientists and it is a major research topic for methodologists. This article describes the R package netmeta, which adopts frequentist methods to fit network meta-analysis models. We provide a roadmap to perform network meta-analysis, along with an overview of the main functions of the package. We present three worked examples considering different types of outcomes and different data formats to facilitate researchers aiming to conduct network meta-analysis with netmeta.

Citation impact

420
total citations
FWCI
100.38
Percentile
100%
References
68
Citations per year

Authors

7

Topics & keywords

Keywords
  • Frequentist inference
  • Meta-analysis
  • Computer science
  • R package
  • Network analysis
  • Data science
  • Data mining
  • Bayesian probability
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