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Multiple imputation and its application
~
Carpenter, James R.
Multiple imputation and its application
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Multiple imputation and its application/ James R. Carpenter and Michael G. Kenward.
作者:
Carpenter, James R.
其他作者:
Kenward, Michael G.,
出版者:
Chichester, West Sussex :Wiley, : 2013.,
面頁冊數:
1 online resource (xviii, 345 p.) :ill. :
標題:
Multiple imputation (Statistics) -
電子資源:
http://onlinelibrary.wiley.com/book/10.1002/9781119942283
ISBN:
9781119942283 (electronic bk.)
Multiple imputation and its application
Carpenter, James R.
Multiple imputation and its application
[electronic resource] /James R. Carpenter and Michael G. Kenward. - 1st ed. - Chichester, West Sussex :Wiley,2013. - 1 online resource (xviii, 345 p.) :ill.
Includes bibliographical references (p. 316-326) and indexes.
Introduction -- The multiple imputation procedure and its justification -- Multiple imputation of quantitative data -- Multiple imputation of binary and ordinal data -- Multiple imputation of unordered categorical data -- Nonlinear 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.
ISBN: 9781119942283 (electronic bk.)
LCCN: 2012029308Subjects--Topical Terms:
999783
Multiple imputation (Statistics)
LC Class. No.: QA277 / .C37 2013
Dewey Class. No.: 610.72/4
National Library of Medicine Call No.: WA 950
Multiple imputation and its application
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Introduction -- The multiple imputation procedure and its justification -- Multiple imputation of quantitative data -- Multiple imputation of binary and ordinal data -- Multiple imputation of unordered categorical data -- Nonlinear 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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http://onlinelibrary.wiley.com/book/10.1002/9781119942283
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