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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 Data
Language: en
Pages: 100
Authors: Paul D. Allison
Categories: Social Science
Type: BOOK - Published: 2001-08-13 - Publisher: SAGE Publications

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Sooner or later anyone who does statistical analysis runs into problems with missing data in which information for some variables is missing for some cases. Why
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
Missing Data
Language: en
Pages: 269
Authors: Patrick E. McKnight
Categories: Social Science
Type: BOOK - Published: 2007-03-28 - Publisher: Guilford Press

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While most books on missing data focus on applying sophisticated statistical techniques to deal with the problem after it has occurred, this volume provides a m
Statistical Analysis with Missing Data
Language: en
Pages: 444
Authors: Roderick J. A. Little
Categories: Mathematics
Type: BOOK - Published: 2019-03-21 - Publisher: John Wiley & Sons

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An up-to-date, comprehensive treatment of a classic text on missing data in statistics The topic of missing data has gained considerable attention in recent dec