We introduce a general model for the balance-sheet consistent valuation of interbank claims within an interconnected financial system. Our model represents an extension of clearing models of interdependent liabilities to account for the presence of uncertainty on banks' external assets. At the same time, it also provides a natural extension of classic structural credit risk models to the case of an interconnected system. We characterize the existence and uniqueness of a valuation that maximizes individual and total equity values for all banks. We apply our model to the assessment of systemic risk and in particular for the case of stress testing. Further, we provide a fixed-point algorithm to carry out the network valuation and the conditions for its convergence.

Network valuation in financial systems

Caldarelli G;
2020

Abstract

We introduce a general model for the balance-sheet consistent valuation of interbank claims within an interconnected financial system. Our model represents an extension of clearing models of interdependent liabilities to account for the presence of uncertainty on banks' external assets. At the same time, it also provides a natural extension of classic structural credit risk models to the case of an interconnected system. We characterize the existence and uniqueness of a valuation that maximizes individual and total equity values for all banks. We apply our model to the assessment of systemic risk and in particular for the case of stress testing. Further, we provide a fixed-point algorithm to carry out the network valuation and the conditions for its convergence.
2020
Istituto dei Sistemi Complessi - ISC
Inglese
30
4
1181
1204
24
https://onlinelibrary.wiley.com/doi/10.1111/mafi.12272
contagioncredit riskfinancial networksmark-to-market lossessystemic risk
Funding European Union's FP7 FET Project SIMPOL. Grant Number: 610704 European Union's Horizon 2020 FET Project DOLFINS. Grant Number: 640772 Swiss National Fund Professorship grant. Grant Number: PP00P1-144689 European Union's FP7 FET IP Project MULTIPLEX. Grant Number: 317532
7
info:eu-repo/semantics/article
262
Barucca, P; Bardoscia, M; Caccioli, F; D'Errico, M; Visentin, G; Caldarelli, G; Battiston, S
01 Contributo su Rivista::01.01 Articolo in rivista
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/391566
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