Doing MetaAnalysis with R: A HandsOn Guide 1st EditionORIGINAL PDF
This Core Title is available today
 FORMAT : ORIGINAL PDF /PRINT REPLICA
 ASIN : B09934BSVZ
 Publisher : Chapman and Hall/CRC; 1st edition (September 14, 2021)
 Publication date : September 14, 2021
 Language : English
 ISBN10 : 0367610078
 ISBN13 : 9780367610074
Description
Doing MetaAnalysis with R: A HandsOn Guide 1st EditionORIGINAL PDF serves as an accessible introduction on how metaanalyses can be conducted in R. Essential steps for metaanalysis are covered, including calculation and pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, metaregression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced but highly relevant topics such as network metaanalysis, multithreelevel metaanalyses, Bayesian metaanalysis approaches and SEM metaanalysis 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 nonexpert 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 metaanalysis data, including exercises
• Describes statistical concepts clearly and concisely before applying them in R
$ 11.00
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