Téléchargez le livre : Binary Data Analysis of Randomized Clinical Trials with Noncompliance

Binary Data Analysis of Randomized Clinical Trials with Noncompliance

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Éditeur :

Wiley


Collection :

Statistics in Practice

Paru le : 2011-03-31

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Description
It is quite common in a randomized clinical trial (RCT) to encounter patients who do not comply with their assigned treatment. Since noncompliance often occurs non-randomly, the commonly-used approaches, including both the as-treated (AT) and as-protocol (AP) analysis, and the intent-to-treat (ITT) (or as-randomized) analysis, are all well known to possibly produce a biased inference of the treatment efficacy.
This book provides a systematic and organized approach to analyzing data for RCTs with noncompliance under the most frequently-encountered situations. These include parallel sampling, stratified sampling, cluster sampling, parallel sampling with subsequent missing outcomes, and a series of dependent Bernoulli sampling for repeated measurements. The author provides a comprehensive approach by using contingency tables to illustrate the latent probability structure of observed data. Using real-life examples, computer-simulated data and exercises in each chapter, the book illustrates the underlying theory in an accessible, and easy to understand way.
Key features: Consort-flow diagrams and numerical examples are used to illustrate the bias of commonly used approaches, such as, AT analysis, AP analysis and ITT analysis for a RCT with noncompliance. Real-life examples are used throughout the book to explain the practical usefulness of test procedures and estimators. Each chapter is self-contained, allowing the book to be used as a reference source. Includes SAS programs which can be easily modified in calculating the required sample size.
Biostatisticians, clinicians, researchers and data analysts working in pharmaceutical industries will benefit from this book. This text can also be used as supplemental material for a course focusing on clinical statistics or experimental trials in epidemiology, psychology and sociology.
Pages
330 pages
Collection
Statistics in Practice
Parution
2011-03-31
Marque
Wiley
EAN papier
9780470660959
EAN PDF
9781119991601
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
336
Taille du fichier
3113 Ko
Prix
101,23 €
EAN EPUB
9781119993902
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
330
Taille du fichier
6820 Ko
Prix
101,23 €

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