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On the optimal control of interbank contagion in the euro area banking system

Author

Listed:
  • Fukker, Gábor
  • Kok, Christoffer

Abstract

In this paper we present a methodology of model-based calibration of additional capital needed in an interconnected financial system to minimize potential contagion losses. Building on ideas from combinatorial optimization tailored to controlling contagion in case of complete information about an interbank network, we augment the model with three plausible types of fire sale mechanisms. We then demonstrate the power of the methodology on the euro area banking system based on a network of 373 banks. On the basis of an exogenous shock leading to defaults of some banks in the network, we find that the contagion losses and the policy authority's ability to control them depend on the assumed fire sale mechanism and the fiscal budget constraint that may or may not restrain the policy authorities from infusing money to halt the contagion. The modelling framework could be used both as a crisis management tool to help inform decisions on capital/liquidity infusions in the context of resolutions and precautionary recapitalisations or as a crisis prevention tool to help calibrate capital buffer requirements to address systemic risks due to interconnectedness. JEL Classification: C61, D85, G01, G18, G21, G28, L14

Suggested Citation

  • Fukker, Gábor & Kok, Christoffer, 2021. "On the optimal control of interbank contagion in the euro area banking system," Working Paper Series 2554, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20212554
    Note: 508948
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    File URL: https://www.ecb.europa.eu//pub/pdf/scpwps/ecb.wp2554~cd642c650a.en.pdf
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    References listed on IDEAS

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    2. Paolo Barucca & Marco Bardoscia & Fabio Caccioli & Marco D'Errico & Gabriele Visentin & Guido Caldarelli & Stefano Battiston, 2016. "Network Valuation in Financial Systems," Papers 1606.05164, arXiv.org, revised Jun 2020.
    3. Grzegorz Hałaj & Christoffer Kok, 2013. "Assessing interbank contagion using simulated networks," Computational Management Science, Springer, vol. 10(2), pages 157-186, June.
    4. Parisi, Laura & Chalamandaris, Dimitrios & Amamou, Raschid & Torstensson, Pär & Baumann, Andreas, 2020. "Liquidity in resolution: estimating possible liquidity gaps for specific banks in resolution and in a systemic crisis," Occasional Paper Series 250, European Central Bank.
    5. Paolo Barucca & Marco Bardoscia & Fabio Caccioli & Marco D'Errico & Gabriele Visentin & Guido Caldarelli & Stefano Battiston, 2020. "Network valuation in financial systems," Mathematical Finance, Wiley Blackwell, vol. 30(4), pages 1181-1204, October.
    6. Bardoscia, Marco & Barucca, Paolo & Codd, Adam Brinley & Hill, John, 2019. "Forward-looking solvency contagion," Journal of Economic Dynamics and Control, Elsevier, vol. 108(C).
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    8. Roncoroni, Alan & Battiston, Stefano & D’Errico, Marco & Hałaj, Grzegorz & Kok, Christoffer, 2021. "Interconnected banks and systemically important exposures," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    9. Gabor Fukker, 2017. "Harmonic distances and systemic stability in heterogeneous interbank networks," MNB Working Papers 2017/1, Magyar Nemzeti Bank (Central Bank of Hungary).
    10. Amini, Hamed & Minca, Andreea & Sulem, Agnès, 2017. "Optimal equity infusions in interbank networks," Journal of Financial Stability, Elsevier, vol. 31(C), pages 1-17.
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    14. Cont, Rama & Schaanning, Eric, 2019. "Monitoring indirect contagion," Journal of Banking & Finance, Elsevier, vol. 104(C), pages 85-102.
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    Cited by:

    1. Sydow, Matthias & Schilte, Aurore & Covi, Giovanni & Deipenbrock, Marija & Del Vecchio, Leonardo & Fiedor, Paweł & Fukker, Gábor & Gehrend, Max & Gourdel, Régis & Grassi, Alberto & Hilberg, Björn & Ka, 2021. "Shock amplification in an interconnected financial system of banks and investment funds," Working Paper Series 2581, European Central Bank.
    2. Giuseppe Calafiore & Giulia Fracastoro & Anton V. Proskurnikov, 2022. "Control of Dynamic Financial Networks (The Extended Version)," Papers 2205.08879, arXiv.org.

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    More about this item

    Keywords

    contagion; fire sales; interbank networks; macroprudential policy; optimal control; stress testing;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • G01 - Financial Economics - - General - - - Financial Crises
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation

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