Souto, Hugo Gobato - In: The Journal of finance and data science : JFDS 9 (2023), pp. 1-26
This paper proposes a novel theory, coined as Topological Tail Dependence Theory, that links the mathematical theory … behind Persistent Homology (PH) and the financial stock market theory. This study also proposes a novel algorithm to measure … topological stock market changes as well as the incorporation of these topological changes into forecasting realized volatility …