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Book
Doing meta-analysis with R : a hands-on guide
Authors: --- --- ---
ISBN: 9780367610074 9780367619770 9781003107347 0367619776 0367610078 1003107346 1000435636 1003107346 Year: 2022 Publisher: Boca Raton : CRC Press,

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Abstract

"This book serves as an accessible introduction into how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced, but highly relevant topics such as network meta-analysis, multi-/three-level meta-analyses, Bayesian meta-analysis approaches, SEM meta-analysis are also covered. A companion R package, dmetar, is introduced in the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide"--

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