meta: General Package for Meta-Analysis
User-friendly general package providing standard methods for meta-analysis and supporting Schwarzer, Carpenter, and Rücker <doi:10.1007/978-3-319-21416-0>, "Meta-Analysis with R" (2015): - common effect and random effects meta-analysis; - several plots (forest, funnel, Galbraith / radial, L'Abbe, Baujat, bubble); - three-level meta-analysis model; - generalised linear mixed model; - logistic regression with penalised likelihood for rare events; - Hartung-Knapp method for random effects model; - Kenward-Roger method for random effects model; - prediction interval; - statistical tests for funnel plot asymmetry; - trim-and-fill method to evaluate bias in meta-analysis; - meta-regression; - cumulative meta-analysis and leave-one-out meta-analysis; - import data from 'RevMan 5'; - produce forest plot summarising several (subgroup) meta-analyses.
| Version: | 8.2-1 |
| Depends: | R (≥ 4.0.0),metadat |
| Imports: | metafor (≥ 3.0-0), grid,ggplot2,lme4,CompQuadForm,xml2, methods,readr,dplyr,magrittr,purrr,stringr,tibble,scales |
| Suggests: | netmeta,BiasedUrn,pimeta,estmeansd,robvis,brglm2,writexl,rmarkdown,knitr,ggpubr,gridExtra |
| Published: | 2025-09-01 |
| DOI: | 10.32614/CRAN.package.meta |
| Author: | Guido Schwarzer [cre, aut] |
| Maintainer: | Guido Schwarzer <guido.schwarzer at uniklinik-freiburg.de> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| Copyright: | see fileCOPYRIGHTS |
| URL: | https://github.com/guido-s/meta/https://link.springer.com/book/10.1007/978-3-319-21416-0 |
| NeedsCompilation: | no |
| Citation: | meta citation info |
| Materials: | NEWS |
| In views: | ClinicalTrials,MetaAnalysis |
| CRAN checks: | meta results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | crossnma,diagmeta,metasens,miniMeta,mtrank,MultiPhen,netmeta,nmarank |
| Reverse imports: | AID,CalibrationCurves,EvidenceSynthesis,fragility,gemtc,metabolic,metagroup,metainc,metamicrobiomeR,metasplines,metaumbrella,netdose,NMAforest,NMAoutlier,R4HCR,ssifs |
| Reverse suggests: | forplo,gap,metaConvert,metadat,mvmeta,RcmdrPlugin.EZR,RCPA,TFEA.ChIP |
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