Package: metafor 4.7-46
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 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>.
Authors:
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metafor.pdf |metafor.html✨
metafor/json (API)
NEWS
# Install 'metafor' in R: |
install.packages('metafor', repos = c('https://wviechtb.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/wviechtb/metafor/issues
meta-analysismixed-effectsmultilevel-modelsmultivariate
Last updated 2 days agofrom:c904626ca7. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 04 2024 |
R-4.5-win | OK | Nov 04 2024 |
R-4.5-linux | OK | Nov 04 2024 |
R-4.4-win | OK | Nov 04 2024 |
R-4.4-mac | OK | Nov 04 2024 |
R-4.3-win | OK | Nov 04 2024 |
R-4.3-mac | OK | Nov 04 2024 |
Exports:[.escalc[.list.rma$<-.escalc$<-.list.rmaaddpolyaddpoly.defaultaddpoly.predict.rmaaddpoly.rmaaggregate.escalcAIC.rmaanova.rmaas.data.frame.anova.rmaas.data.frame.confint.rmaas.data.frame.list.anova.rmaas.data.frame.list.confint.rmaas.data.frame.list.rmaas.data.frame.vif.rmaas.matrix.list.rmabaujatbaujat.rmaBIC.rmabldiagblsplitblupblup.rma.unicbind.escalccoef.deltamethodcoef.matregcoef.permutest.rma.unicoef.rmacoef.summary.rmaconfint.rma.glmmconfint.rma.lsconfint.rma.mhconfint.rma.mvconfint.rma.petoconfint.rma.uniconfint.rma.uni.selmodelcontrmatconv.2x2conv.deltaconv.fivenumconv.waldcooks.distance.rma.mvcooks.distance.rma.unicumulcumul.rma.mhcumul.rma.petocumul.rma.unideltamethoddeviance.rmadf.residual.rmadfbetas.rma.mvdfbetas.rma.unidfroundemmprepescalcfitstatsfitstats.rmafitted.rmafmtpfmtp2fmttfmtxforestforest.cumul.rmaforest.defaultforest.rmaformula.rmafsnfunnelfunnel.defaultfunnel.rmagalbraithgetmfoptgoshgosh.rmahatvalues.rma.mvhatvalues.rma.unihchc.rma.unihead.list.rmainfluence.rma.unilabbelabbe.rmaleave1outleave1out.rma.mhleave1out.rma.petoleave1out.rma.unillplotlogLik.rmamatregmetafor.newsmodel.matrix.rmanobs.rmapairmatpermutestpermutest.rma.lspermutest.rma.uniplot.cumul.rmaplot.gosh.rmaplot.infl.rma.uniplot.permutest.rma.uniplot.profile.rmaplot.rma.glmmplot.rma.mhplot.rma.mvplot.rma.petoplot.rma.uniplot.rma.uni.selmodelplot.vif.rmapoints.regplotpredict.rmapredict.rma.lsprint.anova.rmaprint.confint.rmaprint.deltamethodprint.escalcprint.fsnprint.gosh.rmaprint.hc.rma.uniprint.infl.rma.uniprint.list.anova.rmaprint.list.confint.rmaprint.list.rmaprint.matregprint.permutest.rma.uniprint.profile.rmaprint.ranktestprint.regtestprint.rma.glmmprint.rma.mhprint.rma.mvprint.rma.petoprint.rma.uniprint.summary.matregprint.summary.rmaprint.tesprint.vif.rmaprofile.rma.lsprofile.rma.mvprofile.rma.uniprofile.rma.uni.selmodelqqnorm.rma.glmmqqnorm.rma.mhqqnorm.rma.mvqqnorm.rma.petoqqnorm.rma.uniradialradial.rmaranefranef.rma.mvranef.rma.uniranktestrbind.escalcrcalcregplotregplot.rmaregtestreplmissreporterreporter.rma.uniresiduals.rmarmarma.glmmrma.mhrma.mvrma.petorma.unirobustrobust.rma.mvrobust.rma.unirstandard.rma.mhrstandard.rma.mvrstandard.rma.petorstandard.rma.unirstudent.rma.mhrstudent.rma.mvrstudent.rma.petorstudent.rma.unisese.defaultse.rmaselmodelselmodel.rma.unisetmfoptsimulate.rmasummary.escalcsummary.matregsummary.rmatail.list.rmatesto.longto.tableto.widetransf.abttransf.ahwtransf.arcsintransf.dtobesdtransf.dtoclestransf.dtocliffdtransf.dtolnor.logistransf.dtolnor.normtransf.dtomdtransf.dtoovltransf.dtorbistransf.dtorpbtransf.dtou1transf.dtou2transf.dtou3transf.exp.inttransf.iabttransf.iahwtransf.iarcsintransf.iirfttransf.ilogittransf.ilogit.inttransf.ipfttransf.ipft.hmtransf.irfttransf.isqrttransf.lnortod.logistransf.lnortod.normtransf.lnortordtransf.lnortorrtransf.lnortortet.digbytransf.lnortortet.pearsontransf.logittransf.pfttransf.r2toztransf.rpbtodtransf.rpbtorbistransf.rtodtransf.rtorpbtransf.rtoztransf.ztortransf.ztor.inttransf.ztor2trimfilltrimfill.rma.uniupdate.rmavcalcvcov.deltamethodvcov.matregvcov.rmavec2matvifvif.rmaweights.rma.glmmweights.rma.mhweights.rma.mvweights.rma.petoweights.rma.uni
Dependencies:digestlatticemathjaxrMatrixmetadatnlmenumDerivpbapply
Conducting Meta-Analyses in R with the metafor Package
Rendered frommetafor.pdf.asis
usingR.rsp::asis
on Nov 04 2024.Last update: 2020-03-10
Started: 2015-11-30
Diagram of Functions in the metafor Package
Rendered fromdiagram.pdf.asis
usingR.rsp::asis
on Nov 04 2024.Last update: 2020-03-10
Started: 2017-04-23