Non-parametric online market regime detection and regime clustering for multidimensional and path-dependent data structures

<p>In this work we present a non-parametric online market regime detection method for multidimensional data structures using a path-wise two-sample test derived from a maximum mean discrepancy-based similarity metric on path space that uses rough path signatures as a feature map. The latter si...

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Bibliographic Details
Main Authors: Issa, Z, Horvath, B
Format: Internet publication
Language:English
Published: ArXiv 2023