Missing Data in Clinical Studies - Couverture rigide

Molenberghs, Geert; Kenward, Michael

Couverture rigide

ISBN 10 : 0470849819 ISBN 13 : 9780470849811

Editeur : Wiley, 2007

Synopsis

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.

A propos du livre

À propos de l'auteur

Geert Molenberghs and Michael Kenward are the authors of Missing Data in Clinical Studies, published by Wiley.

Détails de l'édition

• Éditeur: Wiley
• Date d'édition: 2007
• Langue: anglais
• ISBN 10: 0470849819
• ISBN 13: 9780470849811
• Reliure: Relié
• Nombre de pages: 528
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible