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Missing Data in Clinical Studies
Language: en
Pages: 526
Authors: Geert Molenberghs
Categories: Medical
Type: BOOK - Published: 2007-04-04 - Publisher: John Wiley & Sons

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Missing Data in Clinical Studies provides a comprehensive account of the problems arising when data from clinical and related studies are incomplete, and presen
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
Clinical Trials with Missing Data
Language: en
Pages: 472
Authors: Michael O'Kelly
Categories: Medical
Type: BOOK - Published: 2014-02-14 - Publisher: John Wiley & Sons

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This book provides practical guidance for statisticians, clinicians, and researchers involved in clinical trials in the biopharmaceutical industry, medical and
Missing Data in Longitudinal Studies
Language: en
Pages: 324
Authors: Michael J. Daniels
Categories: Mathematics
Type: BOOK - Published: 2008-03-11 - Publisher: CRC Press

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Drawing from the authors' own work and from the most recent developments in the field, Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling an
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