This cluster focuses on Monte Carlo methods in hypothesis testing and the empirical distribution function (EDF). Monte Carlo methods are shown to be highly effective tools for hypothesis testing, offering a powerful approach beyond estimation. The EDF, a cornerstone of statistics, plays a crucial role in Monte Carlo methods.