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metafor

swMATH ID: 12291
Software Authors: Wolfgang Viechtbauer
Description: metafor: Meta-Analysis Package for R. A comprehensive collection of functions for conducting meta-analyses in R. The package includes functions to calculate various effect sizes or outcome measures, fit fixed-, random-, and mixed-effects models to such data, carry out moderator and meta-regression analyses, and create various types of meta-analytical plots (e.g., forest, funnel, radial, L’Abbe, Baujat plots). For meta-analyses of binomial and person-time data, the package also provides functions that implement specialized methods, including the Mantel-Haenszel method, Peto’s method, and a variety of suitable generalized linear (mixed-effects) models (i.e., mixed-effects (conditional) logistic and Poisson regression models). Finally, the package provides functionality for fitting meta-analytic multivariate/multilevel models that account for non-independent sampling errors and/or true effects (e.g., due to the inclusion of multiple treatment studies, multiple endpoints, or other forms of clustering). Network meta-analyses and meta-analyses accounting for known correlation structures (e.g., due to phylogenetic relatedness) can also be conducted.
Homepage: http://cran.r-project.org/web/packages/metafor/index.html
Source Code:  https://github.com/cran/metafor
Dependencies: R
Related Software: R; meta; lme4; Stata; rmeta; MetaEasy; SAS; gemtc; netmeta; nlme; Metawin; MIX; ggplot2; dplyr; bayesmeta; pcnetmeta; JAGS; car; CODA; brms
Cited in: 31 Documents

Standard Articles

1 Publication describing the Software Year
Conducting Meta-Analyses in R with the metafor Package Link
Wolfgang Viechtbauer
2010
all top 5

Cited by 83 Authors

3 Friede, Tim
3 Ponthot, Jean-Philippe
2 Boman, Romain C.
2 Pauly, Markus
2 Röver, Christian
2 Welz, Thilo
1 Aisbett, Janet E.
1 Al Mohamad, Diaa
1 Almalik, Osama
1 Andreano, Anita
1 Andreas, Stefan
1 Atwater, Patrick
1 Beyersmann, Jan
1 Bürkner, Paul-Christian
1 Bussetta, Philippe
1 Cairns, Maxwell
1 Calin-Jageman, Robert J.
1 Carpenter, James R.
1 Cerquaglia, Marco Lucio
1 Chu, Haitao
1 Cumberland, William G.
1 Cumming, Geoff
1 D’Angela, Gina
1 Davis, Sean L.
1 Ding, Chang
1 Ding, Jimin
1 Doebler, Philipp
1 Dogo, Samson Henry
1 Drinkwater, Eric J.
1 Dusseldorp, Elise
1 Friedrich, Thomas
1 Gao, Feng
1 Goeman, Jelle J.
1 He, Na
1 Hodges, James S.
1 Holling, Heinz
1 Jackson, Dan
1 Jansen, Katrin
1 Jehl, Valentine
1 Jeunechamps, P.-P.
1 Jiang, Xiaoqi
1 Knapp, Guido
1 Kopp-Schneider, Annette
1 Kovalchik, Stephanie A.
1 Leverkus, Friedhelm
1 Li, Xinru
1 Lin, Lifeng
1 Luo, Jingqin
1 Mathé, Ewy
1 Mathur, Maya B.
1 Meulman, Jacqueline J.
1 Moss, Jonas
1 Possolo, Antonio
1 Prendergast, Luke Anthony
1 Quarrie, Kenneth L.
1 Rebora, Paola
1 Rodriguez, Josue E.
1 Rücker, Gerta
1 Rufibach, Kaspar
1 Schmitt, Eric
1 Schmoor, Claudia
1 Schwarzer, Guido
1 Shi, Lei
1 Small, Dylan S.
1 Stegherr, Regina
1 Su, Weijie
1 Terrapon, Vincent E.
1 Tull, Christopher
1 Valsecchi, Maria Grazia
1 van den Heuvel, Edwin R.
1 van Zwet, Erik W.
1 VanderWeele, Tyler J.
1 Viechtbauer, Wolfgang
1 Wang, Ruiwu
1 White, Ian R.
1 Williams, Donald R.
1 Woodcock, Stephen
1 Xiao, Mengli
1 Xiong, Chengjie
1 Yu, Dalei
1 Zhan, Zhuozhao
1 Zhao, Qingyuan
1 Zhou, Xiao-Hua Andrew

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