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Flexible Imputation of Missing Data
Language: en
Pages: 416
Authors: Stef van Buuren
Categories: Missing observations (Statistics)
Type: BOOK - Published: 2018 - Publisher: Chapman & Hall/CRC

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Introduction -- Multiple imputation -- Univariate missing data -- Multivariate missing data -- Analysis of imputed data -- Imputation in practice -- Multilevel
Flexible Imputation of Missing Data, Second Edition
Language: en
Pages: 444
Authors: Stef van Buuren
Categories: Mathematics
Type: BOOK - Published: 2018-07-17 - Publisher: CRC Press

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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
Missing and Modified Data in Nonparametric Estimation
Language: en
Pages: 867
Authors: Sam Efromovich
Categories: Mathematics
Type: BOOK - Published: 2018-03-12 - Publisher: CRC Press

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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
Handbook of Missing Data Methodology
Language: en
Pages: 600
Authors: Geert Molenberghs
Categories: Mathematics
Type: BOOK - Published: 2014-11-06 - Publisher: CRC Press

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Missing data affect nearly every discipline by complicating the statistical analysis of collected data. But since the 1990s, there have been important developme
Multiple Imputation of Missing Data Using SAS
Language: en
Pages: 328
Authors: Patricia Berglund
Categories: Computers
Type: BOOK - Published: 2014-07-01 - Publisher: SAS Institute

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Find guidance on using SAS for multiple imputation and solving common missing data issues. Multiple Imputation of Missing Data Using SAS provides both theoretic