A comprehensive collection of functions for conducting meta-analyses in R. The package includes functions to calculate various effect sizes or outcome measures, fit equal-, 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, bubble, and GOSH 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 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. An introduction to the package can be found in Viechtbauer (2010) <doi:10.18637/jss.v036.i03>.
Version: 4.8-0 Depends: R (≥ 4.0.0), methods, Matrix, metadat, numDeriv Imports: stats, utils, graphics, grDevices, nlme, mathjaxr, pbapply, digest Suggests: lme4, pracma, minqa, nloptr, dfoptim, ucminf, lbfgsb3c, subplex, BB, Rsolnp, alabama, optimParallel, optimx, CompQuadForm, mvtnorm, BiasedUrn, Epi, survival, GLMMadaptive, glmmTMB, car, multcomp, gsl, sp, ape, boot, clubSandwich, crayon, R.rsp, testthat, rmarkdown, wildmeta, emmeans, estmeansd, metaBLUE, rstudioapi, glmulti, MuMIn, mice, Amelia, calculus Published: 2025-01-28 DOI: 10.32614/CRAN.package.metafor Author: Wolfgang Viechtbauer [aut, cre] Maintainer: Wolfgang Viechtbauer <wvb at metafor-project.org> BugReports: https://github.com/wviechtb/metafor/issues License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://www.metafor-project.org https://github.com/wviechtb/metafor https://wviechtb.github.io/metafor/ https://www.wvbauer.com NeedsCompilation: no Citation: metafor citation info Materials: README NEWS In views: ClinicalTrials, MetaAnalysis, Phylogenetics CRAN checks: metafor results Documentation: Downloads: Reverse dependencies: Reverse depends: bayesmeta, BLMA, mada, metaforest, metawho Reverse imports: altmeta, artma, BayesCACE, boot.heterogeneity, boutliers, catmap, CausalMetaR, dreamlet, esci, EValue, fmri, fragility, getmstatistic, getspres, gglm, GSEMA, KenSyn, MAGMA.R, mc.heterogeneity, meta, metaConvert, MetaCyto, metagam, metagear, MetaHD, metamedian, metamisc, metaplus, MetaStan, MetaUtility, metaviz, miniMeta, MMUPHin, multibiasmeta, multisite.accuracy, MVPBT, netmeta, NMA, NO.PING.PONG, NSM3, pda, phacking, PINMA, psychmeta, PublicationBias, puniform, R4HCR, RcmdrPlugin.MA, Replicate, reproducer, rma.exact, robustmeta, RTSA, SimTimeVar, SSDforR, wildmeta, xmeta Reverse suggests: agridat, BFpack, broom, clubSandwich, curatedOvarianData, detectnorm, DSMolgenisArmadillo, forestmodel, gap, ggstatsplot, insight, MAd, metaconfoundr, metadat, metainc, metarep, metaSEM, metaumbrella, mixmeta, mvmeta, parameters, pema, performance, publipha, rdss, remaCor, rnmamod, RoBMA, see, statsExpressions Linking:Please use the canonical form https://CRAN.R-project.org/package=metafor to link to this page.
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