Market regime classification with signatures

Published 30 Jun 2021 in q-fin.RM | (2107.00066v1)

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.

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