Empirical Processes

Empirical process theory provides a rigorous mathematical basis for central limit theorems, large deviation theory, weak convergence, and convergence rates. Empirical process theory is widely used in many areas of statistics and has applications in fields such as machine learning, probability theory, and mathematical finance.