TY - BOOK AU - Harrer,Mathias TI - Doing meta-analysis with R: a hands-on guide SN - 9780367610074 U1 - 610.727 23 PY - 2022///] CY - Boca Raton PB - CRC Press/Taylor & Francis Group KW - Meta-analysis KW - R (Computer program language) N1 - Includes bibliographical references and index N2 - "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"-- ER -