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Interbank loans, collateral and modern monetary policy

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  • Wolski, Marcin
  • van de Leur, Michiel

Abstract

This study develops a novel agent-based model of the interbank market with endogenous credit risk formation mechanisms. We allow banks to exchange funds through unsecured and secured transactions in order to facilitate the flow of funds to the most profitable investment projects. Our model confirms basic stylized facts on (i) bank balance sheet distributions, (ii) interbank interest rates and (iii) interbank lending volumes, for both the secured and the unsecured market segments. We also find that network structures within the secured market segment are characterized by the presence of dealer banks, while we do not observe similar patterns in the unsecured market. Finally, we illustrate the usefulness of our model for analysing a number of policy scenarios. JEL Classification: C63, E17, E47, E58

Suggested Citation

  • Wolski, Marcin & van de Leur, Michiel, 2016. "Interbank loans, collateral and modern monetary policy," Working Paper Series 1959, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20161959
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    as
    1. Vasilis Hatzopoulos & Giulia Iori & Rosario N. Mantegna & Salvatore Miccich� & Michele Tumminello, 2015. "Quantifying preferential trading in the e-MID interbank market," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 693-710, April.
    2. Greenwood, Robin & Landier, Augustin & Thesmar, David, 2015. "Vulnerable banks," Journal of Financial Economics, Elsevier, vol. 115(3), pages 471-485.
    3. Bech, Morten L. & Bergstrom, Carl T. & Rosvall, Martin & Garratt, Rodney J., 2015. "Mapping change in the overnight money market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 424(C), pages 44-51.
    4. Antoine Martin & David Skeie & Ernst-Ludwig von Thadden, 2014. "Repo Runs," The Review of Financial Studies, Society for Financial Studies, vol. 27(4), pages 957-989.
    5. Heider, Florian & Hoerova, Marie & Holthausen, Cornelia, 2015. "Liquidity hoarding and interbank market rates: The role of counterparty risk," Journal of Financial Economics, Elsevier, vol. 118(2), pages 336-354.
    6. Grzegorz Haᴌaj & Christoffer Kok, 2015. "Modelling the emergence of the interbank networks," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 653-671, April.
    7. Hommes,Cars, 2015. "Behavioral Rationality and Heterogeneous Expectations in Complex Economic Systems," Cambridge Books, Cambridge University Press, number 9781107564978, October.
    8. L. Bargigli & G. di Iasio & L. Infante & F. Lillo & F. Pierobon, 2015. "The multiplex structure of interbank networks," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 673-691, April.
    9. Bluhm, Marcel & Krahnen, Jan Pieter, 2014. "Systemic risk in an interconnected banking system with endogenous asset markets," Journal of Financial Stability, Elsevier, vol. 13(C), pages 75-94.
    10. Oecd, 2008. "Developments in Fibre Technologies and Investment," OECD Digital Economy Papers 142, OECD Publishing.
    11. Riccetti, Luca & Russo, Alberto & Gallegati, Mauro, 2013. "Leveraged network-based financial accelerator," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1626-1640.
    12. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    13. Gerlach, Stefan, 2011. "ECB repo rate setting during the financial crisis," Economics Letters, Elsevier, vol. 112(2), pages 186-188, August.
    14. Aymanns, Christoph & Georg, Co-Pierre, 2015. "Contagious synchronization and endogenous network formation in financial networks," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 273-285.
    15. Ashraf, Quamrul & Gershman, Boris & Howitt, Peter, 2017. "Banks, market organization, and macroeconomic performance: An agent-based computational analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 135(C), pages 143-180.
    16. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    17. Kalyan Chatterjee & William Samuelson, 1983. "Bargaining under Incomplete Information," Operations Research, INFORMS, vol. 31(5), pages 835-851, October.
    18. Michael Ehrmann & Andreas Worms, 2004. "Bank Networks and Monetary Policy Transmission," Journal of the European Economic Association, MIT Press, vol. 2(6), pages 1148-1171, December.
    19. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    20. John C. Williams & John B. Taylor, 2009. "A Black Swan in the Money Market," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 58-83, January.
    21. Caccioli, Fabio & Shrestha, Munik & Moore, Cristopher & Farmer, J. Doyne, 2014. "Stability analysis of financial contagion due to overlapping portfolios," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 233-245.
    22. Lengnick, Matthias & Krug, Sebastian & Wohltmann, Hans-Werner, 2013. "Money creation and financial instability: An agent-based credit network approach," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 7, pages 1-44.
    23. Loriano Mancini & Angelo Ranaldo & Jan Wrampelmeyer, 2016. "The Euro Interbank Repo Market," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1747-1779.
    24. Jean-Charles Rochet & Jean Tirole, 1996. "Interbank lending and systemic risk," Proceedings, Board of Governors of the Federal Reserve System (U.S.), pages 733-765.
    25. Iori, Giulia & Jafarey, Saqib & Padilla, Francisco G., 2006. "Systemic risk on the interbank market," Journal of Economic Behavior & Organization, Elsevier, vol. 61(4), pages 525-542, December.
    26. Florian Heider & Marie Hoerova, 2009. "Interbank Lending, Credit-Risk Premia, and Collateral," International Journal of Central Banking, International Journal of Central Banking, vol. 5(4), pages 5-43, December.
    27. John B. Taylor, 2009. "The Financial Crisis and the Policy Responses: An Empirical Analysis of What Went Wrong," NBER Working Papers 14631, National Bureau of Economic Research, Inc.
    28. Fischer, Thomas & Riedler, Jesper, 2014. "Prices, debt and market structure in an agent-based model of the financial market," Journal of Economic Dynamics and Control, Elsevier, vol. 48(C), pages 95-120.
    29. Roberto Cervone & Stefano Galavotti & Marco LiCalzi, 2009. "Symmetric Equilibria in Double Auctions with Markdown Buyers and Markup Sellers," Lecture Notes in Economics and Mathematical Systems, in: Cesáreo Hernández & Marta Posada & Adolfo López-Paredes (ed.), Artificial Economics, chapter 0, pages 81-92, Springer.
    30. James Chapman & Jonathan Chiu & Miguel Molico, 2011. "Central bank haircut policy," Annals of Finance, Springer, vol. 7(3), pages 319-348, August.
    31. Arvind Krishnamurthy & Stefan Nagel & Dmitry Orlov, 2014. "Sizing Up Repo," Journal of Finance, American Finance Association, vol. 69(6), pages 2381-2417, December.
    32. Co-Pierre Georg & Jenny Poschmann, 2010. "Systemic risk in a network model of interbank markets with central bank activity," Jena Economics Research Papers 2010-033, Friedrich-Schiller-University Jena.
    33. Oecd, 2008. "Partnership for Development: Investment in Africa," OECD Papers, OECD Publishing, vol. 7(12), pages 47-52.
    34. Hommes, Cars, 2011. "The heterogeneous expectations hypothesis: Some evidence from the lab," Journal of Economic Dynamics and Control, Elsevier, vol. 35(1), pages 1-24, January.
    35. Mario A Bertella & Felipe R Pires & Ling Feng & Harry Eugene Stanley, 2014. "Confidence and the Stock Market: An Agent-Based Approach," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-9, January.
    36. Ginés de Rus, 2008. "The Economic Effects of High Speed Rail Investment," OECD/ITF Joint Transport Research Centre Discussion Papers 2008/16, OECD Publishing.
    37. Adam Copeland & Antoine Martin & Michael Walker, 2014. "Repo Runs: Evidence from the Tri-Party Repo Market," Journal of Finance, American Finance Association, vol. 69(6), pages 2343-2380, December.
    38. Gai, Prasanna & Haldane, Andrew & Kapadia, Sujit, 2011. "Complexity, concentration and contagion," Journal of Monetary Economics, Elsevier, vol. 58(5), pages 453-470.
    39. anonymous, 2008. "The Center for Community Development Investments," Community Investments, Federal Reserve Bank of San Francisco, vol. 20(Spr), pages 1-18.
    40. Garcia-de-Andoain, Carlos & Hoffmann, Peter & Manganelli, Simone, 2014. "Fragmentation in the Euro overnight unsecured money market," Economics Letters, Elsevier, vol. 125(2), pages 298-302.
    41. Filipović, Damir & Trolle, Anders B., 2013. "The term structure of interbank risk," Journal of Financial Economics, Elsevier, vol. 109(3), pages 707-733.
    42. Nier, Erlend & Yang, Jing & Yorulmazer, Tanju & Alentorn, Amadeo, 2007. "Network models and financial stability," Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 2033-2060, June.
    43. Peter Hördahl & Michael R King, 2008. "Developments in repo markets during the financial turmoil," BIS Quarterly Review, Bank for International Settlements, December.
    44. Baltensperger, Ernst, 1980. "Alternative approaches to the theory of the banking firm," Journal of Monetary Economics, Elsevier, vol. 6(1), pages 1-37, January.
    45. Bargigli, Leonardo & Gallegati, Mauro & Riccetti, Luca & Russo, Alberto, 2014. "Network analysis and calibration of the “leveraged network-based financial accelerator”," Journal of Economic Behavior & Organization, Elsevier, vol. 99(C), pages 109-125.
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    3. Otto, C. & Willner, S.N. & Wenz, L. & Frieler, K. & Levermann, A., 2017. "Modeling loss-propagation in the global supply network: The dynamic agent-based model acclimate," Journal of Economic Dynamics and Control, Elsevier, vol. 83(C), pages 232-269.
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    5. Kimundi, Gillian, 2022. "COVID-19, policy interventions, credit vulnerabilities and financial (in)stability," KBA Centre for Research on Financial Markets and Policy Working Paper Series 62, Kenya Bankers Association (KBA).
    6. Kuhla, Kilian & Willner, Sven N & Otto, Christian & Levermann, Anders, 2023. "Resilience of international trade to typhoon-related supply disruptions," Journal of Economic Dynamics and Control, Elsevier, vol. 151(C).
    7. Jessica Reale, 2023. "Interbank Decisions and Margins of Stability: an Agent-Based Stock-Flow Consistent Approach," Papers 2306.05860, arXiv.org.
    8. Alexey Ponomarenko & Andrey Sinyakov, 2017. "Impact of Banking Supervision Enhancement on Banking System Structure: Conclusions Delivered by Agent-Based Modelling," Bank of Russia Working Paper Series wps37, Bank of Russia.
    9. Morteza Alaeddini & Philippe Madiès & Paul J. Reaidy & Julie Dugdale, 2023. "Interbank money market concerns and actors’ strategies—A systematic review of 21st century literature," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 573-654, April.

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    More about this item

    Keywords

    agent-based models; collateral; interbank lending; networks; repo;
    All these keywords.

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • E17 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Forecasting and Simulation: Models and Applications
    • E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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