The data-driven extreme value distribution: non-parametric tail estimation with a derived stability criterion

Michael Sandbichler, Tobias Hell

Quantifying the likelihood of extreme events underpins risk assessment, yet classical Extreme Value Theory relies on asymptotic assumptions that fail in the data-sparse, non-statio…