meta: General Package for Meta-Analysis

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User-friendly general package providing standard methods for meta-analysis and supporting Schwarzer, Carpenter, and Rücker, "Meta-Analysis with R" (2015): - fixed 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 5'; - prediction interval, Hartung-Knapp and Paule-Mandel method for random effects model; - cumulative meta-analysis and leave-one-out meta-analysis; - meta-regression (if R package 'metafor' is installed); - generalised linear mixed models (if R packages 'metafor', 'lme4', 'numDeriv', and 'BiasedUrn' are installed).

Author
Guido Schwarzer [cre, aut]
Date of publication
2016-10-13 10:48:06
Maintainer
Guido Schwarzer <sc@imbi.uni-freiburg.de>
License
GPL (>= 2)
Version
4.6-0
URLs

View on CRAN

Man pages

amlodipine
Amlodipine for Work Capacity
as.data.frame.meta
Additional functions for objects of class meta
baujat
Baujat plot to explore heterogeneity in meta-analysis
bubble
Bubble plot to display the result of a meta-regression
ci
Calculation of confidence intervals (based on normal...
cisapride
Cisapride in Non-Ulcer Dispepsia
Fleiss93
Aspirin after Myocardial Infarction
Fleiss93cont
Mental Health Treatment
forest
Forest plot to display the result of a meta-analysis
funnel
Plot to assess funnel plot asymmetry
labbe
L'Abbe plot for meta-analysis with binary outcomes
metabias
Test for funnel plot asymmetry
metabin
Meta-analysis of binary outcome data
metacont
Meta-analysis of continuous outcome data
metacor
Meta-analysis of correlations
metacr
Meta-analysis of outcome data from Cochrane review
metacum
Cumulative meta-analysis
metagen
Generic inverse variance meta-analysis
metainc
Meta-analysis of incidence rates
metainf
Influence analysis in meta-analysis using leave-one-out...
meta-package
meta: Brief overview of methods and general hints
metaprop
Meta-analysis of single proportions
metarate
Meta-analysis of single incidence rates
metareg
Meta-regression
Olkin95
Thrombolytic Therapy after Acute Myocardial Infarction
print.meta
Print and summary method for objects of class meta
print.rm5
Print and summary methods for objects of class rm5
read.mtv
Import RevMan 4 data files (.mtv)
read.rm5
Import RevMan 5 data files (.csv)
settings.meta
Print and change default settings for meta-analyses in R...
smoking
Smoking example
trimfill
Trim-and-fill method to adjust for bias in meta-analysis
update.meta
Update a meta-analysis object
weights.meta
Calculate absolute and percentage weights for meta-analysis
woodyplants
Elevated CO_2 and total biomass of woody plants

Files in this package

meta
meta/COPYING
meta/inst
meta/inst/CITATION
meta/inst/COPYRIGHTS
meta/inst/extdata
meta/inst/extdata/FLEISS93.MTV
meta/src
meta/src/kenscore.c
meta/NAMESPACE
meta/NEWS
meta/data
meta/data/cisapride.txt.gz
meta/data/Fleiss93_CR.csv.gz
meta/data/woodyplants.txt.gz
meta/data/Fleiss93.txt.gz
meta/data/Fleiss93cont.txt.gz
meta/data/Olkin95.txt.gz
meta/data/lungcancer.txt.gz
meta/data/amlodipine.txt.gz
meta/data/smoking.txt.gz
meta/R
meta/R/estimate.missing.R
meta/R/chkmiss.R
meta/R/baujat.meta.R
meta/R/calcH.R
meta/R/setchar.R
meta/R/metabias.meta.R
meta/R/metaprop.R
meta/R/read.rm5.R
meta/R/metacum.R
meta/R/metainf.R
meta/R/update.meta.R
meta/R/bubble.metareg.R
meta/R/updateversion.R
meta/R/trimfill.meta.R
meta/R/metareg.R
meta/R/kentau.R
meta/R/labbe.metabin.R
meta/R/metacont.R
meta/R/meta-internal.R
meta/R/format.NA.R
meta/R/hetcalc.R
meta/R/linregcore.R
meta/R/isquared.R
meta/R/warnarg.R
meta/R/asin2p.R
meta/R/setstudlab.R
meta/R/metarate.R
meta/R/print.summary.rm5.R
meta/R/funnel.default.R
meta/R/is.relative.effect.R
meta/R/trimfill.R
meta/R/backtransf.R
meta/R/metabias.default.R
meta/R/subgroup.R
meta/R/radial.meta.R
meta/R/chkclass.R
meta/R/chkmetafor.R
meta/R/xlab.R
meta/R/bylabel.R
meta/R/catmeth.R
meta/R/is.installed.package.R
meta/R/funnel.meta.R
meta/R/crtitle.R
meta/R/z2cor.R
meta/R/metacor.R
meta/R/p.ci.R
meta/R/radial.R
meta/R/summary.rm5.R
meta/R/print.meta.R
meta/R/format.p.R
meta/R/paulemandel.R
meta/R/funnel.R
meta/R/chknull.R
meta/R/settings.meta.R
meta/R/hypergeometric.R
meta/R/bubble.R
meta/R/ciWilsonScore.R
meta/R/print.rm5.R
meta/R/cilayout.R
meta/R/metabias.rm5.R
meta/R/ciAgrestiCoull.R
meta/R/metacr.R
meta/R/bylevs.R
meta/R/labbe.default.R
meta/R/print.metabias.R
meta/R/trimfill.default.R
meta/R/chklevel.R
meta/R/logit2p.R
meta/R/byvarname.R
meta/R/radial.default.R
meta/R/read.mtv.R
meta/R/metabin.R
meta/R/chknumeric.R
meta/R/ciSimpleAsymptotic.R
meta/R/metainc.R
meta/R/chklogical.R
meta/R/weights.meta.R
meta/R/metagen.R
meta/R/forest.meta.R
meta/R/baujat.R
meta/R/metabias.R
meta/R/rmSpace.R
meta/R/summary.meta.R
meta/R/chklength.R
meta/R/int2num.R
meta/R/npn.R
meta/R/chkchar.R
meta/R/ci.R
meta/R/labbe.R
meta/R/p2logit.R
meta/R/asin2ir.R
meta/R/print.summary.meta.R
meta/R/format.tau.R
meta/R/as.data.frame.meta.R
meta/R/forest.R
meta/MD5
meta/DESCRIPTION
meta/man
meta/man/metabin.Rd
meta/man/bubble.Rd
meta/man/Fleiss93cont.Rd
meta/man/forest.Rd
meta/man/amlodipine.Rd
meta/man/print.rm5.Rd
meta/man/ci.Rd
meta/man/settings.meta.Rd
meta/man/metagen.Rd
meta/man/read.rm5.Rd
meta/man/Fleiss93.Rd
meta/man/metareg.Rd
meta/man/labbe.Rd
meta/man/funnel.Rd
meta/man/woodyplants.Rd
meta/man/meta-package.Rd
meta/man/metacr.Rd
meta/man/metainf.Rd
meta/man/metaprop.Rd
meta/man/metainc.Rd
meta/man/trimfill.Rd
meta/man/read.mtv.Rd
meta/man/baujat.Rd
meta/man/Olkin95.Rd
meta/man/metacor.Rd
meta/man/metarate.Rd
meta/man/print.meta.Rd
meta/man/metacont.Rd
meta/man/weights.meta.Rd
meta/man/smoking.Rd
meta/man/as.data.frame.meta.Rd
meta/man/cisapride.Rd
meta/man/metacum.Rd
meta/man/metabias.Rd
meta/man/update.meta.Rd