MARC状态:审校 文献类型:西文图书 浏览次数:131
- 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:
- 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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