Flexible Imputation of Missing Data

Flexible Imputation of Missing Data
Author :
Publisher : Chapman & Hall/CRC
Total Pages : 416
Release :
ISBN-10 : 1138588318
ISBN-13 : 9781138588318
Rating : 4/5 (318 Downloads)

Book Synopsis Flexible Imputation of Missing Data by : Stef van Buuren

Download or read book Flexible Imputation of Missing Data written by Stef van Buuren and published by Chapman & Hall/CRC. This book was released on 2018 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction -- Multiple imputation -- Univariate missing data -- Multivariate missing data -- Analysis of imputed data -- Imputation in practice -- Multilevel multiple imputation -- Individual causal effects -- Measurement issues -- Selection issues -- Longitudinal data -- Conclusion


Flexible Imputation of Missing Data Related Books

Flexible Imputation of Missing Data, Second Edition
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Missing data pose challenges to real-life data analysis. Simple ad-hoc fixes, like deletion or mean imputation, only work under highly restrictive conditions, w
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This book presents a systematic and unified approach for modern nonparametric treatment of missing and modified data via examples of density and hazard rate est