Multiple imputation and its application [[electronic resource] /] / James R. Carpenter and Michael G. Kenward
(Visualizza in formato marc)
(Visualizza in BIBFRAME)
| Autore: |
Carpenter James R
|
| Titolo: |
Multiple imputation and its application [[electronic resource] /] / James R. Carpenter and Michael G. Kenward
|
| Pubblicazione: | Chichester, West Sussex, U.K., : Wiley, 2013 |
| Edizione: | 1st ed. |
| Descrizione fisica: | 1 online resource (490 pages) : illustrations, tables |
| Disciplina: | 610.724 |
| Soggetto topico: | Statistics |
| Multiple imputation (Statistics) | |
| Medicine - Research - Statistical methods | |
| Altri autori: |
KenwardMichael G. <1956->
|
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | 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. |
| Sommario/riassunto: | "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. |
| Titolo autorizzato: | Multiple imputation and its application |
| ISBN: | 1-119-94228-4 |
| 1-119-94227-6 | |
| 1-118-44261-X | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910141616403321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Statistics in Practice