Market regime classification with signatures

Abstract

We provide a data-driven algorithm to classify market regimes for time series. We utilise the path signature, encoding time series into easy-to-describe objects, and provide a metric structure which establishes a connection between separation of regimes and clustering of points.

14 pages, 16 figures

References in corpus (1)

• Calculation of Iterated-Integral Signatures and Log Signatures