Multiple imputation and its application

Multiple imputation and its application

"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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Carpenter, James R.
Άλλοι συγγραφείς: Kenward, Michael G., 1956-
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Chichester, West Sussex, UK : John Wiley & Sons, 2013.
Έκδοση:1st ed.
Σειρά:Statistics in practice.
Θέματα:
Multiple imputation (Statistics)
Missing observations (Statistics)
Social sciences > Statistical methods.
Medical statistics.
Medicine > Research > Statistical methods.
Data Interpretation, Statistical.
Biomedical Research > methods.
HEALTH & FITNESS > Holism.
HEALTH & FITNESS > Reference.
MEDICAL > Alternative Medicine.
MEDICAL > Atlases.
MEDICAL > Essays.
MEDICAL > Family & General Practice.
MEDICAL > Holistic Medicine.
MEDICAL > Osteopathy.
Electronic books.
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Carpenter, James R. 
245 1 0 |a Multiple imputation and its application  |h [electronic resource] /  |c James R. Carpenter, Michael G. Kenward. 
250 |a 1st ed. 
264 1 |a Chichester, West Sussex, UK :  |b John Wiley & Sons,  |c 2013. 
300 |a 1 online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Statistics in practice 
504 |a Includes bibliographical references and index. 
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. 
588 0 |a Print version record and CIP data provided by publisher. 
505 0 |a 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. 
650 0 |a Multiple imputation (Statistics) 
650 0 |a Missing observations (Statistics) 
650 0 |a Social sciences  |x Statistical methods. 
650 0 |a Medical statistics. 
650 0 |a Medicine  |x Research  |x Statistical methods. 
650 2 |a Data Interpretation, Statistical. 
650 2 |a Biomedical Research  |x methods. 
650 7 |a HEALTH & FITNESS  |x Holism.  |2 bisacsh 
650 7 |a HEALTH & FITNESS  |x Reference.  |2 bisacsh 
650 7 |a MEDICAL  |x Alternative Medicine.  |2 bisacsh 
650 7 |a MEDICAL  |x Atlases.  |2 bisacsh 
650 7 |a MEDICAL  |x Essays.  |2 bisacsh 
650 7 |a MEDICAL  |x Family & General Practice.  |2 bisacsh 
650 7 |a MEDICAL  |x Holistic Medicine.  |2 bisacsh 
650 7 |a MEDICAL  |x Osteopathy.  |2 bisacsh 
650 7 |a Medical statistics.  |2 fast  |0 (OCoLC)fst01014672 
650 7 |a Medicine  |x Research  |x Statistical methods.  |2 fast  |0 (OCoLC)fst01015091 
650 7 |a Missing observations (Statistics)  |2 fast  |0 (OCoLC)fst01023700 
650 7 |a Multiple imputation (Statistics)  |2 fast  |0 (OCoLC)fst01028979 
650 7 |a Social sciences  |x Statistical methods.  |2 fast  |0 (OCoLC)fst01122983 
655 4 |a Electronic books. 
655 7 |a Electronic books.  |2 local 
700 1 |a Kenward, Michael G.,  |d 1956- 
776 0 8 |i Print version:  |a Carpenter, James R.  |t Multiple imputation and its application.  |b 1st ed.  |d Chichester, West Sussex : John Wiley & Sons, 2013  |z 9780470740521  |w (DLC) 2012028821 
830 0 |a Statistics in practice. 
856 4 0 |u https://doi.org/10.1002/9781119942283  |z Full Text via HEAL-Link 
994 |a 92  |b DG1 

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