Multiple imputation and its application / James R. Carpenter, Michael G. Kenward.
| Author/creator | Carpenter, James R. |
| Other author | Kenward, Michael G., 1956- |
| Format | Electronic |
| Edition | 1st ed. |
| Publication Info | Chichester, West Sussex, UK : John Wiley & Sons, |
| Description | 1 online resource. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Contents | 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. |
| Abstract | "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. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Carpenter, James R. Multiple imputation and its application 1st ed. Chichester, West Sussex : John Wiley & Sons, 2013 9780470740521 (hardback) |
| Genre/form | Electronic books. |
| LCCN | 2012029308 |
| ISBN | 9781118442616 (ePub) |
| ISBN | 9781118442623 (MobiPocket) |
| ISBN | 9781119942276 ( Adobe PDF) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |