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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Main Authors: Jacopo Rocchi, Enoch Yan Lok Tsui, David Saad
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5444585?pdf=render
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spelling doaj-63600a2e57e44dcfbd8cdf7cbece3ebf2020-11-25T01:22:52ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01125e017676410.1371/journal.pone.0176764Emerging interdependence between stock values during financial crashes.Jacopo RocchiEnoch Yan Lok TsuiDavid SaadTo 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.http://europepmc.org/articles/PMC5444585?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Jacopo Rocchi
Enoch Yan Lok Tsui
David Saad
spellingShingle Jacopo Rocchi
Enoch Yan Lok Tsui
David Saad
Emerging interdependence between stock values during financial crashes.
PLoS ONE
author_facet Jacopo Rocchi
Enoch Yan Lok Tsui
David Saad
author_sort Jacopo Rocchi
title Emerging interdependence between stock values during financial crashes.
title_short 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_sort emerging interdependence between stock values during financial crashes.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
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.
url http://europepmc.org/articles/PMC5444585?pdf=render
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AT enochyanloktsui emerginginterdependencebetweenstockvaluesduringfinancialcrashes
AT davidsaad emerginginterdependencebetweenstockvaluesduringfinancialcrashes
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