Extreme value theory

Extreme value theory (EVT) is a statistical field that focuses on the analysis and modeling of extreme deviations or rare events in a dataset. It is primarily concerned with understanding the behavior of maximum and minimum values in datasets, especially under the assumption that the data follows some underlying distribution.