From the practical point of view, this book introduces various statistical methods that are commonly used for designing clinical trials and interim monitoring and analysis. Adaptation has a broad meaning in both Bayesian and frequentist perspectives, such as dose finding, trial early stopping for futility or superiority, dropping or adding an arm, seamless transitions between consecutive phases, group sequential methods, sample size re-estimation, adaptive randomization, and subpopulation enrichment, etc.