|
|
|
|
|
|
|
|
1. |
Record Nr. |
UNINA9910141616403321 |
|
|
Autore |
Carpenter James R |
|
|
Titolo |
Multiple imputation and its application [[electronic resource] /] / James R. Carpenter and Michael G. Kenward |
|
|
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Chichester, West Sussex, U.K., : Wiley, 2013 |
|
|
|
|
|
|
|
ISBN |
|
1-119-94228-4 |
1-119-94227-6 |
1-118-44261-X |
|
|
|
|
|
|
|
|
Edizione |
[1st ed.] |
|
|
|
|
|
Descrizione fisica |
|
1 online resource (490 pages) : illustrations, tables |
|
|
|
|
|
|
Collana |
|
Statistics in Practice |
Statistics in practice |
|
|
|
|
|
|
|
|
Altri autori (Persone) |
|
KenwardMichael G. <1956-> |
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Statistics |
Multiple imputation (Statistics) |
Medicine - Research - Statistical methods |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
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. |
|
|
|
|
|
|
|