The Generalized Extreme Value (GEV) Distribution is a family of continuous probability distributions developed to model the extreme values of datasets, particularly useful in predicting rare events such as natural disasters. It encompasses three types of distributions—Gumbel, Fréchet, and Weibull—each corresponding to different tail behaviors, and is characterized by a shape parameter that dictates the distribution type.