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; - 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.
Package details |
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Author | Guido Schwarzer [cre, aut] (<https://orcid.org/0000-0001-6214-9087>) |
Maintainer | Guido Schwarzer <guido.schwarzer@uniklinik-freiburg.de> |
License | GPL (>= 2) |
Version | 7.0-0 |
URL | https://github.com/guido-s/meta/ https://link.springer.com/book/10.1007/978-3-319-21416-0 |
Package repository | View on CRAN |
Installation |
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