Flexible Tails for Normalising Flows, with Application to the Modelling of Financial Return Data

Tennessee Hickling, Dennis Prangle

We propose a transformation capable of altering the tail properties of a distribution, motivated by extreme value theory, which can be used as a layer in a normalizing flow to appr…