WFRosenberger rar (0471236268)

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Author: William F. Rosenberger, John M. Lachin

Publisher: Wiley-Interscience (2002)

Binding: Hardcover, 288 pages

pricer: $126.50

ISBN-10: 0471236268

editorialreviews

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.

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