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

1 code implementation • 1 Nov 2023 • 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 approximate multivariate heavy tailed distributions.

Normalising Flows