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Multiple imputation and its applicat...

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 :John Wiley & Sons,2013.
面頁冊數:	xviii, 345 p. :ill. ;24 cm.
標題:	Data Interpretation, Statistical.
ISBN:	9780470740521 (hbk.) :

Multiple imputation and its application /
Carpenter, James R.

Multiple imputation and its application /James R. Carpenter and Michael G. Kenward. - 1st ed. - Chichester, West Sussex :John Wiley & Sons,2013. - xviii, 345 p. :ill. ;24 cm. - Statistics in practice.

Includes bibliographical references and indexes.

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.

"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: 9780470740521 (hbk.) :NT$1952

LCCN: 2012028821Subjects--Topical Terms:

205961
Data Interpretation, Statistical.

LC Class. No.: QA276.4 / .C37 2013

Dewey Class. No.: 610.72/4

National Library of Medicine Call No.: WA 950

Multiple imputation and its application /
LDR:01741nam a2200349 a 4500 001 380824
003 DLC
005 20120718105911.0
008 130709s2013 enka b 001 0 eng
010 $a 2012028821
020 $a 9780470740521 (hbk.) : $c NT$1952
020 $a 0470740523 (hbk.)
020 $a 9781118442616 (ePub)
020 $a 111844261X (ePub)
020 $a 9781118442623 (MobiPocket)
020 $a 1118442628 (MobiPocket)
020 $a 9781119942276 (Adobe PDF)
020 $a 1119942276 (Adobe PDF)
035 $a (DNLM)101588307
035 $a 2012028821
040 $a DNLM/DLC $c DLC
042 $a pcc
050 0 4 $a QA276.4 $b .C37 2013
060 1 0 $a WA 950
082 0 0 $a 610.72/4 $2 23
100 1 $a Carpenter, James R. $3 603538
245 1 0 $a Multiple imputation and its application / $c James R. Carpenter and Michael G. Kenward.
250 $a 1st ed.
260 $a Chichester, West Sussex : $b John Wiley & Sons, $c 2013.
300 $a xviii, 345 p. : $b ill. ; $c 24 cm.
490 0 $a Statistics in practice
504 $a Includes bibliographical references and indexes.
505 8 $a 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.
520 $a "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.
650 1 2 $a Data Interpretation, Statistical. $3 205961
650 2 2 $a Biomedical Research $x methods. $3 247628
700 1 $a Kenward, Michael G., $d 1956- $3 265579