000			02836cam a2200421 i 4500
001			22070996
003			CSPC
005			20250716165052.0
008			210607s2021 flu b 001 0 eng
010			_a 2021017096
020			_a9780367610074 _q(hardback)
035			_a22070996
040			_aDLC _beng _cDLC _erda _dDLC _dCSPC
042			_apcc
050	0	0	_aR853.M48 _bH37 2022
082	0	0	_a610.727 _bH235d _223
100	1		_aHarrer, Mathias, _eauthor.
245	1	0	_aDoing meta-analysis with R : _ba hands-on guide / _cMathias Harrer, [and 3 others].
250			_aFirst edition.
264		1	_aBoca Raton, Florida : _bCRC Press, _c2022.
300			_axxvi, 474 pages _billustrations ; _c24 cm.
336			_atext _btxt _2rdacontent
337			_aunmediated _bn _2rdamedia
338			_avolume _bnc _2rdacarrier
504			_aIncludes bibliographical references and index.
505	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.
520			_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.
650		0	_aMeta-analysis.
650		0	_aR (Computer program language).
700	1		_aCuijpers, Pim, _eauthor.
700	1		_aFurukawa, Toshi A., _eauthor.
700	1		_aEbert, David D., _eauthor.
776	0	8	_iOnline version : _aHarrer, Mathias. _tDoing meta-analysis with R _bFirst edition. _dBoca Raton : CRC Press, 2021 _z9780367619770 _w(DLC) 2021017097
906			_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg
942			_2ddc _cBK _e23 _h610.727 _iH235d _kCIR _m2022 _n0
999			_c29756 _d29756