Success probability estimation with applications to clinical trials
[Book]
Daniele De Martini
Hoboken, N.J. :
John Wiley & Sons,
c2013
1 online resource (xxix, 196 p.) :
ill
Includes bibliographical references and indexes
Basic statistical tools -- Reproducibility probability estimation -- Sample size estimation -- Robustness and corrections in sample size estimation -- General parametric SP estimation -- SP estimation for student's t statistical tests -- SP estimation for Gaussian distributed test statistics -- SP estimation for Chisquare statistical tests -- General nonparametric SP estimation with applications to the Wilcoxon test
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Provides an introduction to the various statistical techniques involved in medical research and drug development with a focus on estimating the success probability of an experiment Success Probability Estimation with Applications to Clinical Trials details the use of success probability estimation in both the planning and analyzing of clinical trials and in widely used statistical tests. Devoted to both statisticians and non-statisticians who are involved in clinical trials, Part I of the book presents new concepts related to success probability estimation and their useful
Success probability estimation with applications to clinical trials