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  1. Article

    Open Access

    Early warning signals for stock market crashes: empirical and analytical insights utilizing nonlinear methods

    This study introduces a comprehensive framework grounded in recurrence analysis, a tool of nonlinear dynamics, to detect potential early warning signals (EWS) for imminent phase transitions in financial system...

    Shijia Song, Handong Li in EPJ Data Science (2024)