Spliced Binned-Pareto Distribution for Robust Modeling of Heavy-tailed Time Series

1 code implementation • 21 Jun 2021 • Elena Ehrlich, Laurent Callot, François-Xavier Aubet

This work proposes a novel method to robustly and accurately model time series with heavy-tailed noise, in non-stationary scenarios.

Anomaly Detection Time Series +1