TY - BOOK AU - Carpenter,James R. AU - Kenward,Michael G. ED - ProQuest (Firm) TI - Multiple imputation and its application AV - QA276 CAR U1 - 610.72/4 23 PY - 2013/// CY - Chichester, West Sussex, U.K. PB - Wiley KW - Statistics KW - Multiple imputation (Statistics) KW - Medicine KW - Research KW - Statistical methods N1 - 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; Electronic reproduction. Ann Arbor, MI : ProQuest, 2016. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries N2 - "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 UR - https://ebookcentral.proquest.com/lib/gmul-ebooks/detail.action?docID=1118499 ER -