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Emerging interdependence between stock values during financial crashes

To identify emerging interdependencies between traded stocks we investigate the behavior of the stocks of FTSE 100 companies in the period 2000-2015, by looking at daily stock values. Exploiting the power of information theoretical measures to extract direct influences between multiple time series,...

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Detalles Bibliográficos
Autores principales: Rocchi, Jacopo, Tsui, Enoch Yan Lok, Saad, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5444585/
https://www.ncbi.nlm.nih.gov/pubmed/28542278
http://dx.doi.org/10.1371/journal.pone.0176764
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author Rocchi, Jacopo
Tsui, Enoch Yan Lok
Saad, David
author_facet Rocchi, Jacopo
Tsui, Enoch Yan Lok
Saad, David
author_sort Rocchi, Jacopo
collection PubMed
description To identify emerging interdependencies between traded stocks we investigate the behavior of the stocks of FTSE 100 companies in the period 2000-2015, by looking at daily stock values. Exploiting the power of information theoretical measures to extract direct influences between multiple time series, we compute the information flow across stock values to identify several different regimes. While small information flows is detected in most of the period, a dramatically different situation occurs in the proximity of global financial crises, where stock values exhibit strong and substantial interdependence for a prolonged period. This behavior is consistent with what one would generally expect from a complex system near criticality in physical systems, showing the long lasting effects of crashes on stock markets.
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spelling pubmed-54445852017-06-12 Emerging interdependence between stock values during financial crashes Rocchi, Jacopo Tsui, Enoch Yan Lok Saad, David PLoS One Research Article To identify emerging interdependencies between traded stocks we investigate the behavior of the stocks of FTSE 100 companies in the period 2000-2015, by looking at daily stock values. Exploiting the power of information theoretical measures to extract direct influences between multiple time series, we compute the information flow across stock values to identify several different regimes. While small information flows is detected in most of the period, a dramatically different situation occurs in the proximity of global financial crises, where stock values exhibit strong and substantial interdependence for a prolonged period. This behavior is consistent with what one would generally expect from a complex system near criticality in physical systems, showing the long lasting effects of crashes on stock markets. Public Library of Science 2017-05-25 /pmc/articles/PMC5444585/ /pubmed/28542278 http://dx.doi.org/10.1371/journal.pone.0176764 Text en © 2017 Rocchi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Rocchi, Jacopo
Tsui, Enoch Yan Lok
Saad, David
Emerging interdependence between stock values during financial crashes
title Emerging interdependence between stock values during financial crashes
title_full Emerging interdependence between stock values during financial crashes
title_fullStr Emerging interdependence between stock values during financial crashes
title_full_unstemmed Emerging interdependence between stock values during financial crashes
title_short Emerging interdependence between stock values during financial crashes
title_sort emerging interdependence between stock values during financial crashes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5444585/
https://www.ncbi.nlm.nih.gov/pubmed/28542278
http://dx.doi.org/10.1371/journal.pone.0176764
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