02473cam a2200361 i 450000100090000000300050000900500170001400800410003101000170007202000300008903500130011904000340013204200080016605000230017408200230019710000300022024500860025025000190033626400450035530000450040033600260044533700280047133800270049950400510052650505180057752007250109565000190182065000350183970000280187470000330190270000300193577601460196522070996CSPC20250716165052.0210607s2021    flu      b    001 0 eng    a  2021017096  a9780367610074q(hardback)  a22070996  aDLCbengcDLCerdadDLCdCSPC  apcc00aR853.M48bH37 202200a610.727bH235d2231 aHarrer, Mathias,eauthor.10aDoing meta-analysis with R :ba hands-on guide /cMathias Harrer, [and 3 others].  aFirst edition. 1aBoca Raton, Florida :bCRC Press,c2022.  axxvi, 474 pagesbillustrations ;c24 cm.  atextbtxt2rdacontent  aunmediatedbn2rdamedia  avolumebnc2rdacarrier  aIncludes bibliographical references and index.0 aI. Getting started -- Introduction -- Discovering R -- II. Meta-analysis in R -- Effect sizes -- Pooling effect sizes -- Between-study heterogeneity -- Forest plots -- Subgroup analyses -- Meta-regression -- Publication bias -- III. Advanced methods -- "Multilevel" meta-analysis -- Structural equation modeling meta-analysis -- Network meta-analysis -- Bayesian meta-analysis -- IV. Helpful tools -- Power analysis -- Risk of bias plots -- Reporting and reproducibility -- Effect size calculation and conversion.  a"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"--cProvided by publisher. 0aMeta-analysis. 0aR (Computer program language).1 aCuijpers, Pim,eauthor.1 aFurukawa, Toshi A.,eauthor.1 aEbert, David D.,eauthor.08iOnline version :aHarrer, Mathias.tDoing meta-analysis with RbFirst edition.dBoca Raton : CRC Press, 2021z9780367619770w(DLC) 2021017097