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Crash Diagnosis and Price Rebound Prediction in NYSE Composite Index Based on Visibility Graph and Time-Evolving Stock Correlation Network

This study proposes a framework to diagnose stock market crashes and predict the subsequent price rebounds. Based on the observation of anomalous changes in stock correlation networks during market crashes, we extend the log-periodic power-law model with a metric that is proposed to measure network...

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Autori principali: Yuxuan Xiu, Guanying Wang, Wai Kin Victor Chan
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2021-11-01
Serie:Entropy
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Accesso online:https://www.mdpi.com/1099-4300/23/12/1612
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