Multiple imputation and its application / James R. Carpenter and Michael G. Kenward.
Carpenter, James R.; Kenward, Michael G., 1956-
2013
QA276 .C37 2013
Available Online

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Title Multiple imputation and its application / James R. Carpenter and Michael G. Kenward.
Author Carpenter, James R.
Edition 1st ed.
ISBN 9780470740521 (hardback)
9781119942276 (e-book)
Imprint Chichester, West Sussex, U.K. : Wiley, 2013.
Language English
Description 1 online resource (xviii, 345 pages ) : illustrations
Call Number QA276 .C37 2013
Dewey Decimal Classification 610.72/4
Summary "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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Added Author Kenward, Michael G., 1956-
Series Statistics in practice
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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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.

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