Generalized Extreme Value Distribution

The generalized extreme value distribution is the family of continuous probability distributions with cumulative distribution function

defined where , with location parameter , scale parameter , and shape parameter . The limiting case is the Gumbel distribution; positive and negative shape parameters give the Fréchet and reversed Weibull types, respectively. These are the possible nondegenerate limiting distributions for suitably normalized maxima of independent and identically distributed random variables.