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Default Cascades in Complex Networks: Topology and Systemic Risk
The recent crisis has brought to the fore a crucial question that remains still open: what would be the optimal architecture of financial systems? We investigate the stability of several benchmark topologies in a simple default cascading dynamics in bank networks. We analyze the interplay of several...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3783890/ https://www.ncbi.nlm.nih.gov/pubmed/24067913 http://dx.doi.org/10.1038/srep02759 |
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author | Roukny, Tarik Bersini, Hugues Pirotte, Hugues Caldarelli, Guido Battiston, Stefano |
author_facet | Roukny, Tarik Bersini, Hugues Pirotte, Hugues Caldarelli, Guido Battiston, Stefano |
author_sort | Roukny, Tarik |
collection | PubMed |
description | The recent crisis has brought to the fore a crucial question that remains still open: what would be the optimal architecture of financial systems? We investigate the stability of several benchmark topologies in a simple default cascading dynamics in bank networks. We analyze the interplay of several crucial drivers, i.e., network topology, banks' capital ratios, market illiquidity, and random vs targeted shocks. We find that, in general, topology matters only – but substantially – when the market is illiquid. No single topology is always superior to others. In particular, scale-free networks can be both more robust and more fragile than homogeneous architectures. This finding has important policy implications. We also apply our methodology to a comprehensive dataset of an interbank market from 1999 to 2011. |
format | Online Article Text |
id | pubmed-3783890 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-37838902013-09-30 Default Cascades in Complex Networks: Topology and Systemic Risk Roukny, Tarik Bersini, Hugues Pirotte, Hugues Caldarelli, Guido Battiston, Stefano Sci Rep Article The recent crisis has brought to the fore a crucial question that remains still open: what would be the optimal architecture of financial systems? We investigate the stability of several benchmark topologies in a simple default cascading dynamics in bank networks. We analyze the interplay of several crucial drivers, i.e., network topology, banks' capital ratios, market illiquidity, and random vs targeted shocks. We find that, in general, topology matters only – but substantially – when the market is illiquid. No single topology is always superior to others. In particular, scale-free networks can be both more robust and more fragile than homogeneous architectures. This finding has important policy implications. We also apply our methodology to a comprehensive dataset of an interbank market from 1999 to 2011. Nature Publishing Group 2013-09-26 /pmc/articles/PMC3783890/ /pubmed/24067913 http://dx.doi.org/10.1038/srep02759 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/ |
spellingShingle | Article Roukny, Tarik Bersini, Hugues Pirotte, Hugues Caldarelli, Guido Battiston, Stefano Default Cascades in Complex Networks: Topology and Systemic Risk |
title | Default Cascades in Complex Networks: Topology and Systemic Risk |
title_full | Default Cascades in Complex Networks: Topology and Systemic Risk |
title_fullStr | Default Cascades in Complex Networks: Topology and Systemic Risk |
title_full_unstemmed | Default Cascades in Complex Networks: Topology and Systemic Risk |
title_short | Default Cascades in Complex Networks: Topology and Systemic Risk |
title_sort | default cascades in complex networks: topology and systemic risk |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3783890/ https://www.ncbi.nlm.nih.gov/pubmed/24067913 http://dx.doi.org/10.1038/srep02759 |
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