02600nam 2200625 a 450 991014161640332120180117165946.01-119-94228-41-119-94227-61-118-44261-X(CKB)2670000000335599(EBL)1118499(OCoLC)801051995(SSID)ssj0000831577(PQKBManifestationID)11470847(PQKBTitleCode)TC0000831577(PQKBWorkID)10880894(PQKB)11082009(MiAaPQ)EBC1118499(DLC) 2012029308(PPN)191455393(EXLCZ)99267000000033559920120716d2013 uy 0engur|n|||||||||txtccrMultiple imputation and its application[electronic resource] /James R. Carpenter and Michael G. Kenward1st ed.Chichester, West Sussex, U.K. Wiley20131 online resource (490 pages) : illustrations, tablesStatistics in PracticeStatistics in practice0-470-74052-3 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 PracticeStatisticsMultiple imputation (Statistics)MedicineResearchStatistical methodsStatistics.Multiple imputation (Statistics)MedicineResearchStatistical methods.610.724Carpenter James R755631Kenward Michael G.1956-102987MiAaPQMiAaPQMiAaPQBOOK9910141616403321Multiple imputation and its application2224386UNINA