Practical Considerations for Adaptive Trial Design and Implementation / Statistics for Biology and Health (PDF)
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This edited volume is a definitive text on adaptive clinical trial designs from creation and customization to utilization. As this book covers the full spectrum of topics involved in the adaptive designs arena, it will serve as a valuable reference for researchers working in industry, government and academia. The target audience is anyone involved in the planning and execution of clinical trials, in particular, statisticians, clinicians, pharmacometricians, clinical operation specialists, drug supply managers, and infrastructure providers. In spite of the increased efficiency of adaptive trials in saving costs and time, ultimately getting drugs to patients sooner, their adoption in clinical development is still relatively low. One of the chief reasons is the higher complexity of adaptive design trials as compared to traditional trials. Barriers to the use of clinical trials with adaptive features include the concerns about the integrity of study design and conduct, the risk of regulatory non-acceptance, the need for an advanced infrastructure for complex randomization and clinical supply scenarios, change management for process and behavior modifications, extensive resource requirements for the planning and design of adaptive trials and the potential to relegate key decision makings to outside entities. There have been limited publications that address these practical considerations and recommend best practices and solutions. This book fills this publication gap, providing guidance on practical considerations for adaptive trial design and implementation. The book comprises three parts: Part I focuses on practical considerations from a design perspective, whereas Part II delineates practical considerations related to the implementation of adaptive trials. Putting it all together, Part III presents four illustrative case studies ranging from description and discussion of specificadaptive trial design considerations to the logistic and regulatory issues faced in trial implementation.
Bringing together the expertise of leading key opinion leaders from pharmaceutical industry, academia, and regulatory agencies, this book provides a balanced and comprehensive coverage of practical considerations for adaptive trial design and implementation.
José Pinheiro has a Ph.D. in Statistics from the University of Wisconsin - Madison, having worked at Bell Labs and Novartis Pharmaceuticals, before his current position as Head of Statistical Modeling in the Model-Based Drug Development department at Janssen Research & Development. He has been involved in methodological development in various areas of statistics and drug development, including dose-finding, adaptive designs and mixed-effects models. He is a Fellow of the American Statistical Association, former co-chair of the PhRMA working group on Adaptive Dose-Ranging Studies, former core member of the PhRMA working group on Novel Adaptive Designs and co-developer of the nlme library/package in S-PLUS and R for linear and non-linear mixed-effects models.
Olga Kuznetsova is a Senior Principal Scientist in the Late Development Statistics department of Merck & Co., Inc. She has a PhD in probability theory and mathematical statistics and more than 15 years of experience in clinical trials. In the last decade, her research interests centered around randomization techniques in clinical trials, in particular, addressing the randomization needs of adaptive design trials. Her collaboration with colleagues on randomization issuesresulted in more than 20 presentations and publications.
- 2014, 2014, 416 Seiten, Englisch
- Herausgegeben: Weili He, José Pinheiro, Olga M. Kuznetsova
- Verlag: Springer-Verlag GmbH
- ISBN-10: 1493911007
- ISBN-13: 9781493911004
- Erscheinungsdatum: 15.10.2014
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