Market regime classification with signatures
Paul Bilokon, Antoine Jacquier, Conor McIndoe · RePEc: Research Papers in Economics · 2021
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.