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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.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chichester, West Sussex, UK :
John Wiley & Sons,
2013.
|
| Edición: | 1st ed. |
| Colección: | Statistics in practice.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Carpenter, James R. | |
| 245 | 1 | 0 | |a Multiple imputation and its application / |c James R. Carpenter, Michael G. Kenward. |
| 250 | |a 1st ed. | ||
| 260 | |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 | ||
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| 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. | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 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 | 1 | 2 | |a Data Interpretation, Statistical |
| 650 | 2 | 2 | |a Biomedical Research |x methods |
| 650 | 6 | |a Imputation multiple (Statistique) | |
| 650 | 6 | |a Observations manquantes (Statistique) | |
| 650 | 6 | |a Sciences sociales |x Méthodes statistiques. | |
| 650 | 6 | |a Médecine |x Recherche |x Méthodes statistiques. | |
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| 650 | 7 | |a HEALTH & FITNESS |x Reference. |2 bisacsh | |
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| 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 | |
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| 650 | 7 | |a Multiple imputation (Statistics) |2 fast | |
| 650 | 7 | |a Social sciences |x Statistical methods |2 fast | |
| 655 | 0 | |a Electronic books. | |
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| 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. | |
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