Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Roukny, Tarik, Bersini, Hugues, Pirotte, Hugues, Caldarelli, Guido, Battiston, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
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
_version_ 1782285740373180416
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
work_keys_str_mv AT rouknytarik defaultcascadesincomplexnetworkstopologyandsystemicrisk
AT bersinihugues defaultcascadesincomplexnetworkstopologyandsystemicrisk
AT pirottehugues defaultcascadesincomplexnetworkstopologyandsystemicrisk
AT caldarelliguido defaultcascadesincomplexnetworkstopologyandsystemicrisk
AT battistonstefano defaultcascadesincomplexnetworkstopologyandsystemicrisk