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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,...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5444585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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