The Gumbel Distribution is a probability distribution used to model the distribution of the maximum (or minimum) values of a dataset. It is particularly important in extreme value theory, where it helps describe the behavior of extreme events, such as natural disasters or financial crashes, often associated with heavy-tailed distributions.
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