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meta: General Package for Meta-Analysis

Official Git repository of R package meta

License: GPL (>=2) CRAN Version GitHub develop Monthly Downloads Total Downloads

Description

User-friendly general package providing standard methods for meta-analysis and supporting Schwarzer, Carpenter, and Rücker, "Meta-Analysis with R" (2015):

  • common effect and random effects meta-analysis;
  • several plots (forest, funnel, Galbraith / radial, L'Abbe, Baujat, bubble);
  • statistical tests and trim-and-fill method to evaluate bias in meta-analysis;
  • import data from 'RevMan Web' and 'RevMan 5';
  • prediction interval, Hartung-Knapp method for random effects model;
  • cumulative meta-analysis and leave-one-out meta-analysis;
  • meta-regression;
  • generalised linear mixed models;
  • produce forest plot summarising several (subgroup) meta-analyses.

References

Schwarzer G, Carpenter JR and Rücker G (2015): Meta-Analysis with R (Use-R!). Springer International Publishing, Switzerland

Installation

Current official CRAN Version release:

install.packages("meta")

Current GitHub develop release on GitHub:

Installation using R package remotes:

install.packages("remotes")
remotes::install_github("guido-s/meta", ref = "develop", build_vignettes = TRUE)

Bug Reports:

You can report bugs on GitHub under Issues

or by using the R command

bug.report(package = "meta")

(which is not supported in RStudio).