03263nam 2200781 a 450 991081982600332120250930160032.097811199422831119942284978111994227611199422769781118442616111844261X(CKB)2670000000335599(EBL)1118499(OCoLC)801051995(SSID)ssj0000831577(PQKBManifestationID)11470847(PQKBTitleCode)TC0000831577(PQKBWorkID)10880894(PQKB)11082009(MiAaPQ)EBC1118499(DLC) 2012029308(PPN)191455393(Perlego)1013927(EXLCZ)99267000000033559920120716d2013 uy 0engur|n|||||||||txtccrMultiple imputation and its application /James R. Carpenter and Michael G. Kenward1st ed.Chichester, West Sussex, U.K. Wiley20131 online resource (490 pages) : illustrations, tablesStatistics in practicePrint version: Carpenter, James R. Multiple imputation and its application. 1st ed. Chichester, West Sussex : John Wiley & Sons, 2013 9780470740521 (DLC) 2012028821 9780470740521 0470740523 Includes bibliographical references and index.Machine generated contents note: Reasons for missing data Summary -- The Multiple Imputation Procedure and Its Justification -- Multiple imputation of binary and ordinal data -- Imputation of unordered categorical data -- Non-linear relationships -- Interactions -- Survival data, skips and large datasets -- Multilevel multiple imputation -- Sensitivity analysis: MI unleashed -- Including survey weights -- Robust Multiple Imputation."This book is written with three main aims; to provide a thorough introduction to the general MI methods, to provide a detailed discussion of the practical use of the MI method and to present real-world examples drawn from the field of biostatistics"--Provided by publisher.Statistics in PracticeMultiple imputation (Statistics)StatisticsMedicineResearchStatistical methodsMedical statisticsSocial sciencesStatistical methodsData Interpretation, Statistical(DNLM)D003627Biomedical Researchmethods(DNLM)D035843Q000379Multiple imputation (Statistics)Statistics.MedicineResearchStatistical methods.Medical statistics.Social sciencesStatistical methods.Data Interpretation, StatisticalBiomedical Researchmethods610.72/4Carpenter James R755631Kenward Michael G.1956-102987MiAaPQMiAaPQMiAaPQBOOK9910819826003321Multiple imputation and its application3930466UNINA