Multiple imputation and its application
By: James R. Carpenter, Michael G. Kenward
Contributors: Kenward, Michael G., 1956-
Edition: 1st ed.
Publisher: John Wiley & Sons
Published: 2013
Place of publication: Chichester, West Sussex
Language: eng
Number of pages: 345
ISBN-13: 9780470740521
Subjects: Biomedical Research; Statistical Data Interpretation; Methods
Description: "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.
Notes: Includes bibliographical references and index.
Table of contents: title: Machine generated contents note:  Reasons for missing data Summary; title: The Multiple Imputation Procedure and Its Justification; title: Multiple imputation of binary and ordinal data; title: Imputation of unordered categorical data; title: Non-linear relationships; title: Interactions; title: Survival data, skips and large datasets; title: Multilevel multiple imputation; title: Sensitivity analysis: MI unleashed; title: Including survey weights; title: Robust Multiple Imputation.