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Assessing the impact of incomplete information on the resilience of financial networks.

Authors :
Cinelli, Matteo
Ferraro, Giovanna
Iovanella, Antonio
Rotundo, Giulia
Source :
Annals of Operations Research. Apr2021, Vol. 299 Issue 1/2, p721-745. 25p.
Publication Year :
2021

Abstract

This paper explores the issue of robustness against failure cascades for the network of interbank exposures. The available data were retrieved through the Bank for International Settlements database and report only incomplete information from which networks displaying a core-periphery structure were produced. A model of financial contagion was set up to estimate the width and length of the cascades, and was run on the networks detected from the data, as well as simulated data. The role of incomplete information was taken into account by considering a worst-case scenario in which unobserved links were assumed to be present. Given the core-periphery structure of the network, the worst-case scenario was studied in different sub-cases in which different periphery organisations were considered. Simulations showed that the actual network was far from the worst scenario for the propagation of contagion, meaning that the role of unobserved links can substantially alter the resilience of the whole network. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02545330
Volume :
299
Issue :
1/2
Database :
Academic Search Index
Journal :
Annals of Operations Research
Publication Type :
Academic Journal
Accession number :
149616968
Full Text :
https://doi.org/10.1007/s10479-019-03306-y