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Doing Meta-Analysis with R: A Hands-On Guide 1st Edition-ORIGINAL PDF

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Doing Meta-Analysis with R: A Hands-On Guide 1st Edition-ORIGINAL PDF
FORMAT : ORIGINAL PDF /PRINT REPLICA ASIN ‏ : ‎ B09934BSVZ Publisher ‏ : ‎ Chapman and Hall/CRC; 1st edition (September 14, 2021) Publication date ‏ : ‎ September 14, 2021 Language ‏ : ‎ English ISBN-10 ‏ : ‎ 0367610078 ISBN-13 ‏ : ‎ 978-0367610074
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Doing Meta-Analysis with R: A Hands-On Guide 1st Edition-ORIGINAL PDF serves as an accessible introduction on how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including calculation and 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 and SEM meta-analysis are also covered. A companion R package, dmetar, is introduced at the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide.

The programming and statistical background covered in the book are kept at a non-expert level, making the book widely accessible.

Features
• Contains two introductory chapters on how to set up an R environment and do basic imports/manipulations of meta-analysis data, including exercises
• Describes statistical concepts clearly and concisely before applying them in R

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