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Systemic Losses Due to Counterparty Risk in a Stylized Banking System

Birch, A; Aste, T; (2014) Systemic Losses Due to Counterparty Risk in a Stylized Banking System. Journal of Statistical Physics , 156 (5) 998 - 1024. 10.1007/s10955-014-1040-9. Green open access

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Abstract

We report a study of a stylized banking cascade model investigating systemic risk caused by counterparty failure using liabilities and assets to define banks' balance sheet. In our stylized system, banks can be in two states: normally operating or distressed and the state of a bank changes from normally operating to distressed whenever its liabilities are larger than the banks' assets. The banks are connected through an interbank lending network and, whenever a bank is distressed, its creditor cannot expect the loan from the distressed bank to be repaid, potentially becoming distressed themselves. We solve the problem analytically for a homogeneous system and test the robustness and generality of the results with simulations of more complex systems. We investigate the parameter space and the corresponding distribution of operating banks mapping the conditions under which the whole system is stable or unstable. This allows us to determine how financial stability of a banking system is influenced by regulatory decisions, such as leverage; we discuss the effect of central bank actions, such as quantitative easing and we determine the cost of rescuing a distressed banking system using re-capitalisation. Finally, we estimate the stability of the UK and US banking systems comparing the years 2007 and 2012 by using real data. © 2014 The Author(s).

Type: Article
Title: Systemic Losses Due to Counterparty Risk in a Stylized Banking System
Open access status: An open access version is available from UCL Discovery
DOI: 10.1007/s10955-014-1040-9
Publisher version: http://dx.doi.org/10.1007/s10955-014-1040-9
Additional information: © The Author(s) 2014. This article is published with open access at Springerlink.com. This article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.
Keywords: Systemic risk · Counterparty risk · Banking crisis · Random field ising model
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/1436652
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