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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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 |
work_keys_str_mv |
AT jacoporocchi emerginginterdependencebetweenstockvaluesduringfinancialcrashes AT enochyanloktsui emerginginterdependencebetweenstockvaluesduringfinancialcrashes AT davidsaad emerginginterdependencebetweenstockvaluesduringfinancialcrashes |
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