Randomization in Clinical Trials: Theory and Practice (repost)

ISBN: 0471236268

Category: Technical


Posted on 2010-11-01. By anonymous.

Description


William F. Rosenberger, John M. Lachin, "Randomization in Clinical Trials: Theory and Practice"
W--y-Int-ce | 2002 | ISBN: 0471236268 | 288 pages | Djvu | 2,6 MB

A unique overview that melds the concepts of conditional probability and stochastic processes into real-life applications

The role of randomization techniques in clinical trials has become increasingly important. This comprehensive guide combines both the applied aspects of randomization in clinical trials with a probabilistic treatment of properties of randomization. Taking an unabashedly non-Bayesian and nonparametric approach to inference, the book focuses on the linear rank test under a randomization model, with added discussion on likelihood-based inference as it relates to sufficiency and ancillarity. Developments in stochastic processes and applied probability are also given where appropriate. Intuition is stressed over mathematics, but not without a clear development of the latter in the context of the former.

Providing a consolidated review of the field, the book includes relevant and practical discussions of:
* The benefits of randomization in terms of reduction of bias
* Randomization as a basis for inference
* Covariate-adaptive and response-adaptive randomization
* Current philosophies, controversies, and new developments

With ample problem sets, theoretical exercises, and short computer simulations using SAS, Randomization in Clinical Trials: Theory and Practice is equally useful as a standard textbook in biostatistics graduate programs as well as a reliable reference for biostatisticians in practice.

Review
"...should be very useful in graduate courses...a valuable reference work..." -- Short Book Reviews, 2004

"All medical statisticians involved in clinical trials should read this book...." -- Controlled Clinical Trials

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