With a focus on estimating the success probability of an experiment, this book provides an introduction to the various statistical techniques involved in medical research and drug development-addressing the theoretical and practical aspects of the topic. It features coverage of reproducibility probability estimation and sample size estimation and adaptation; includes success probability estimation for some widely used statistical tests such as nonparametric and parametric models; and focuses on experimental planning using phase II results and data for planning phase III trials.