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Online Public Access Catalogue

题名/责任者:

Multiple imputation and its application / James R. Carpenter and Michael G. Kenward.

出版发行项:

Chichester, West Sussex : John Wiley & Sons, 2013.

ISBN:

9780470740521 (hbk.)

载体形态项:

xviii, 345 p. : ill. ; 24 cm.

丛编说明:

Statistics in practice

个人责任者:

Carpenter, James R.

附加个人名称:

Kenward, Michael G., 1956-

论题主题:

Medical statistics.

论题主题:

Medicine-Research-Methodology.

论题主题:

Data Interpretation, Statistical.

论题主题:

Biomedical Research-methods.

中图法分类号:

R318-3

书目附注:

Includes bibliographical references (p. [316]-326) and indexes.

内容附注:

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.

摘要附注:

"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.

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