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Book Cover
E-book
Author Yin, Guosheng, author

Title Clinical trial design : Bayesian and frequentist adaptive methods / Guosheng Yin
Published Hoboken, N.J. : John Wiley & Sons, ©2012

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Description 1 online resource (xvii, 336 pages) : illustrations
Series Wiley series in probability and statistics
Wiley series in probability and statistics.
Contents Front Matter -- Introduction -- Fundamentals of Clinical Trials -- Frequentist versus Bayesian Statistics -- Phase I Trial Design -- Phase II Trial Design -- Phase III Trial Design -- Adaptive Randomization -- Late-Onset Toxicity -- Drug-Combination Trials -- Targeted Therapy Design -- References -- Author Index -- Subject Index -- Wiley Series in Probability and Statistics
Fundamentals of clinical trials -- Frequentist versus Bayesian statistics -- Phase I trial design -- Phase II trial design -- Phase III trial design -- Adaptive randomization -- Late onset toxicity -- Drug combination trials -- Targeted therapy design
Summary There has been enormous interest and development in Bayesian adaptive designs, especially for early phases of clinical trials. nevertheless, for phase III trials, frequentist methods still play a dominant role through controlling type I and type II errors in the hypothesis testing framework. This book provides an overview of the fundamentals of clinical trials, the key terminologies and concepts, and a brief review and comparison on Bayesian and frequentist estimation and inference procedures. From the practical point of view, this book introduces various statistical methods that are commonly
Bibliography Includes bibliographical references and indexes
Notes Print version record
Subject Clinical trials -- Statistical methods
Bayesian statistical decision theory.
Mathematical statistics.
Clinical Trials as Topic -- methods
Bayes Theorem
Statistics as Topic -- methods
MEDICAL -- Laboratory Medicine.
Bayesian statistical decision theory
Clinical trials -- Statistical methods
Mathematical statistics
Form Electronic book
LC no. 2011033589
ISBN 9781118183335
1118183339
9781118183304
1118183304