Missing Data

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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
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
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
Applied Missing Data Analysis
Language: en
Pages: 401
Authors: Craig K. Enders
Categories: Psychology
Type: BOOK - Published: 2010-04-23 - Publisher: Guilford Press

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Walking readers step by step through complex concepts, this book translates missing data techniques into something that applied researchers and graduate student
The Prevention and Treatment of Missing Data in Clinical Trials
Language: en
Pages: 163
Authors: National Research Council
Categories: Medical
Type: BOOK - Published: 2010-12-21 - Publisher: National Academies Press

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Randomized clinical trials are the primary tool for evaluating new medical interventions. Randomization provides for a fair comparison between treatment and con