Adaptive tail index estimation: minimal assumptions and non-asymptotic guarantees

Johannes Lederer, Anne Sabourin, Mahsa Taheri

A notoriously difficult challenge in extreme value theory is the choice of the number $k\ll n$, where $n$ is the total sample size, of extreme data points to consider for inference…