Preventing and Treating Missing Data in Longitudinal Clinical Trials: A Practical Guide - Couverture souple

Livre 7 sur 8: Practical Guides to Biostatistics and Epidemiology

Mallinckrodt, Craig H.

 
9781107679153: Preventing and Treating Missing Data in Longitudinal Clinical Trials: A Practical Guide
Couverture souple
ISBN 10 : 110767915X ISBN 13 : 9781107679153
Editeur : Cambridge University Press, 2013

Synopsis

Recent decades have brought advances in statistical theory for missing data, which, combined with advances in computing ability, have allowed implementation of a wide array of analyses. In fact, so many methods are available that it can be difficult to ascertain when to use which method. This book focuses on the prevention and treatment of missing data in longitudinal clinical trials. Based on his extensive experience with missing data, the author offers advice on choosing analysis methods and on ways to prevent missing data through appropriate trial design and conduct. He offers a practical guide to key principles and explains analytic methods for the non-statistician using limited statistical notation and jargon. The book's goal is to present a comprehensive strategy for preventing and treating missing data, and to make available the programs used to conduct the analyses of the example dataset.

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À propos de l'auteur

Craig H. Mallinckrodt is Research Fellow in the Decision Sciences and Strategy Group at Eli Lilly and Company. Dr Mallinckrodt has supported drug development in all four clinical phases and in several therapeutic areas. He currently leads Lilly's Advanced Analytics hub for missing data and their Placebo Response Task Force, and is a member of a number of other scientific work groups. He has authored more than 170 papers, book chapters and texts, including extensive works on missing data and longitudinal data analysis in journals such as Statistics in Medicine, Pharmaceutical Statistics, the Journal of Biopharmaceutical Statistics, the Journal of Psychiatric Research, the Archives of General Psychiatry, and Nature. He currently chairs the Drug Information Association's Scientific Working Group on Missing Data.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Cambridge University Press
Date d'édition
2013
Langue
anglais
ISBN 10 
110767915X
ISBN 13 
9781107679153
Reliure
Broché
Numéro d'édition
1
Nombre de pages
180
Coordonnées du fabricant
non disponible
Personne responsable
Avery
https://www.avery.fr/

chemin des peupliers 27
Dardilly
France

Autres éditions populaires du même titre

9781107031388: Preventing and Treating Missing Data in Longitudinal Clinical Trials: A Practical Guide

Edition présentée

ISBN 10 :  1107031389 ISBN 13 :  9781107031388
Editeur : Cambridge University Press, 2013
Couverture rigide