Search Results

Missing Data in Clinical Studies

Download or Read eBook Missing Data in Clinical Studies PDF written by Geert Molenberghs and published by John Wiley & Sons. This book was released on 2007-04-04 with total page 526 pages. Available in PDF, EPUB and Kindle.
Missing Data in Clinical Studies
Author :
Publisher : John Wiley & Sons
Total Pages : 526
Release :
ISBN-10 : 0470510439
ISBN-13 : 9780470510438
Rating : 4/5 (39 Downloads)

Book Synopsis Missing Data in Clinical Studies by : Geert Molenberghs

Book excerpt: Missing Data in Clinical Studies provides a comprehensive account of the problems arising when data from clinical and related studies are incomplete, and presents the reader with approaches to effectively address them. The text provides a critique of conventional and simple methods before moving on to discuss more advanced approaches. The authors focus on practical and modeling concepts, providing an extensive set of case studies to illustrate the problems described. Provides a practical guide to the analysis of clinical trials and related studies with missing data. Examines the problems caused by missing data, enabling a complete understanding of how to overcome them. Presents conventional, simple methods to tackle these problems, before addressing more advanced approaches, including sensitivity analysis, and the MAR missingness mechanism. Illustrated throughout with real-life case studies and worked examples from clinical trials. Details the use and implementation of the necessary statistical software, primarily SAS. Missing Data in Clinical Studies has been developed through a series of courses and lectures. Its practical approach will appeal to applied statisticians and biomedical researchers, in particular those in the biopharmaceutical industry, medical and public health organisations. Graduate students of biostatistics will also find much of benefit.


Missing Data in Clinical Studies Related Books

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

DOWNLOAD EBOOK

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

DOWNLOAD EBOOK

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

DOWNLOAD EBOOK

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

DOWNLOAD 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
Secondary Analysis of Electronic Health Records
Language: en
Pages: 435
Authors: MIT Critical Data
Categories: Medical
Type: BOOK - Published: 2016-09-09 - Publisher: Springer

DOWNLOAD EBOOK

This book trains the next generation of scientists representing different disciplines to leverage the data generated during routine patient care. It formulates
Scroll to top