Missing Data in Longitudinal Studies

Missing Data in Longitudinal Studies
Author: Michael J. Daniels
Publisher: CRC Press
Total Pages: 324
Release: 2008-03-11
Genre: Mathematics
ISBN: 1420011189
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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 and Sensitivity Analysis describes a comprehensive Bayesian approach for drawing inference from incomplete data in longitudinal studies. To illustrate these methods, the authors employ


Missing Data in Longitudinal Studies
Language: en
Pages: 324

Missing Data in Longitudinal Studies

Authors: Michael J. Daniels
Categories: Mathematics
Type: BOOK - Published: 2008-03-11 - Publisher: CRC Press

GET EBOOK

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
Applied Longitudinal Data Analysis for Epidemiology
Language: en
Pages: 337

Applied Longitudinal Data Analysis for Epidemiology

Authors: Jos W. R. Twisk
Categories: Medical
Type: BOOK - Published: 2013-05-09 - Publisher: Cambridge University Press

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A practical guide to the most important techniques available for longitudinal data analysis, essential for non-statisticians and researchers.
Longitudinal Data Analysis
Language: en
Pages: 633

Longitudinal Data Analysis

Authors: Garrett Fitzmaurice
Categories: Mathematics
Type: BOOK - Published: 2008-08-11 - Publisher: CRC Press

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Although many books currently available describe statistical models and methods for analyzing longitudinal data, they do not highlight connections between vario
The Prevention and Treatment of Missing Data in Clinical Trials
Language: en
Pages: 163

The Prevention and Treatment of Missing Data in Clinical Trials

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
Flexible Imputation of Missing Data, Second Edition
Language: en
Pages: 444

Flexible Imputation of Missing Data, Second Edition

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