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Lui, Kung-Jong

Binary Data Analysis of Randomized Clinical Trials with Noncompliance

Lui, Kung-Jong - Binary Data Analysis of Randomized Clinical Trials with Noncompliance, e-kirja

85,80€

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ISBN: 9781119993902
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Tulostus86 sivua ja lisä sivu kertyy joka 9. tunti, ylärajana 86 sivua
Kopioi leikepöydälle14 poimintoa

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.

Avainsanat: Kung-Jong Lui, binary data analysis of randomized clinical trials with noncompliance, binary data analysis, randomized clinical trials

Tekijä(t)
Julkaisija
John Wiley and Sons, Inc.
Julkaisuvuosi
2011
Kieli
en
Painos
1
Sarja
Statistics in Practice
Sivumäärä
288 sivua
Kategoria
Terveys, kauneus, muoti
Tiedostomuoto
E-kirja
eISBN (ePUB)
9781119993902
Painetun ISBN
9780470660959

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