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Centralized netting in financial networks

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  • Garratt, Rodney

Abstract

We consider how the introduction of centralized netting in financial networks affects total netted exposures between counterparties. In some cases there is a trade-off: centralized netting increases the expectation of net exposures, but reduces the variance. We show that the set of networks for which expected net exposures decreases is a strict subset of those for which the variance decreases, so the trade-off can only be in one direction. For some network structures, introducing centralized netting is never beneficial to dealers unless sufficient weight is placed on reductions in variance. This may explain why, in the absence of regulation, traders in a derivatives network do not develop central clearing. Our results can be used to estimate margin requirements and counterparty risk in financial networks.

Suggested Citation

  • Garratt, Rodney, 2016. "Centralized netting in financial networks," University of California at Santa Barbara, Economics Working Paper Series qt79t1q6cg, Department of Economics, UC Santa Barbara.
    • Handle: RePEc:cdl:ucsbec:qt79t1q6cg
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    1. Craig, Ben & von Peter, Goetz, 2014. "Interbank tiering and money center banks," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 322-347.
    2. Hajime Inaoka & Takuto Ninomiya & Ken Taniguchi & Tokiko Shimizu & Hideki Takayasu, 2004. "Fractal Network derived from banking transaction -- An analysis of network structures formed by financial institutions --," Bank of Japan Working Paper Series 04-E-4, Bank of Japan.
    3. Heath, Alexandra & Kelly, Gerard & Manning, Mark & Markose, Sheri & Shaghaghi, Ali Rais, 2016. "CCPs and network stability in OTC derivatives markets," Journal of Financial Stability, Elsevier, vol. 27(C), pages 217-233.
    4. Stacey Anderson & Jean-Philippe Dion & Héctor Pérez Saiz, 2013. "To Link or Not To Link? Netting and Exposures Between Central Counterparties," Staff Working Papers 13-6, Bank of Canada.
    5. Ms. Sheri M. Markose, 2012. "Systemic Risk from Global Financial Derivatives: A Network Analysis of Contagion and Its Mitigation with Super-Spreader Tax," IMF Working Papers 2012/282, International Monetary Fund.
    6. Soramäki, Kimmo & Bech, Morten L. & Arnold, Jeffrey & Glass, Robert J. & Beyeler, Walter E., 2007. "The topology of interbank payment flows," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 379(1), pages 317-333.
    7. Nathanael Cox & Nicholas Garvin & Gerard Kelly, 2013. "Central Counterparty Links and Clearing System Exposures," RBA Research Discussion Papers rdp2013-12, Reserve Bank of Australia.
    8. Duffie, Darrell & Scheicher, Martin & Vuillemey, Guillaume, 2015. "Central clearing and collateral demand," Journal of Financial Economics, Elsevier, vol. 116(2), pages 237-256.
    9. Aldasoro, Iñaki & Delli Gatti, Domenico & Faia, Ester, 2017. "Bank networks: Contagion, systemic risk and prudential policy," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 164-188.
    10. Murphy, David & Vasios, Michalis & Vause, Nick, 2014. "Financial Stability Paper No 29: An investigation into the procyclicality of risk-based initial margin models," Bank of England Financial Stability Papers 29, Bank of England.
    11. Chang, Briana & Zhang, Shengxing, 2015. "Endogenous market making and network formation," LSE Research Online Documents on Economics 65105, London School of Economics and Political Science, LSE Library.
    12. Burton Hollifield & Artem Neklyudov & Chester Spatt, 2017. "Bid-Ask Spreads, Trading Networks, and the Pricing of Securitizations," The Review of Financial Studies, Society for Financial Studies, vol. 30(9), pages 3048-3085.
    13. Darrell Duffie & Haoxiang Zhu, 2011. "Does a Central Clearing Counterparty Reduce Counterparty Risk?," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 1(1), pages 74-95.
    14. Garlaschelli, Diego & Battiston, Stefano & Castri, Maurizio & Servedio, Vito D.P. & Caldarelli, Guido, 2005. "The scale-free topology of market investments," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 350(2), pages 491-499.
    15. Sidanius, Che & Zikes, Filip, 2012. "Financial Stability Paper No 18: OTC derivatives reform and collateral demand impact," Bank of England Financial Stability Papers 18, Bank of England.
    16. Sean D. Campbell, 2014. "Estimating the Effect of Central Clearing on Credit Derivative Exposures," FEDS Notes 2014-02-26, Board of Governors of the Federal Reserve System (U.S.).
    17. Briana Chang & Shengxing Zhang, 2015. "Endogenous Market Making and Network Formation," Discussion Papers 1534, Centre for Macroeconomics (CFM).
    18. Langfield, Sam & Liu, Zijun & Ota, Tomohiro, 2014. "Mapping the UK interbank system," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 288-303.
    19. Galbiati, Marco & Soramäki, Kimmo, 2012. "Clearing networks," Journal of Economic Behavior & Organization, Elsevier, vol. 83(3), pages 609-626.
    20. John P Jackson & Mark J Manning, 2007. "Comparing the pre-settlement risk implications of alternative clearing arrangements," Bank of England working papers 321, Bank of England.
    21. Alexandra Heath & Gerard Kelly & Mark Manning, 2013. "OTC Derivatives Reform: Netting and Networks," RBA Annual Conference Volume (Discontinued), in: Alexandra Heath & Matthew Lilley & Mark Manning (ed.),Liquidity and Funding Markets, Reserve Bank of Australia.
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    Cited by:

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    2. Fleischman, Tomaž & Dini, Paolo, 2021. "Mathematical foundations for balancing the payment system in the trade credit market," LSE Research Online Documents on Economics 112151, London School of Economics and Political Science, LSE Library.
    3. Injun Hwang & Baeho Kim, 2022. "A systemic change of measure from central clearing," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 42(9), pages 1738-1754, September.
    4. Paddrick, Mark & Young, H. Peyton, 2021. "How safe are central counterparties in credit default swap markets?," LSE Research Online Documents on Economics 101170, London School of Economics and Political Science, LSE Library.
    5. EDOARDO GAFFEO & Lucio Gobbi & Massimo Molinari, 2018. "Bilateral netting and systemic liquidity shortages in banking networks," DEM Working Papers 2018/06, Department of Economics and Management.
    6. Injun Hwang & Baeho Kim, 2020. "Heterogeneity and netting efficiency under central clearing: A stochastic network analysis," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(2), pages 192-208, February.
    7. H Peyton Young & Mark Paddrik, 2019. "How Safe are Central Counterparties in Credit Default Swap Markets?," Economics Series Working Papers 885, University of Oxford, Department of Economics.
    8. Wang, Haibo, 2024. "Assessing resilience to systemic risks across interbank credit networks using linkage-leverage analysis: Evidence from Japan," International Review of Financial Analysis, Elsevier, vol. 94(C).
    9. Miyakoshi, Tatsuyoshi & Shimada, Junji, 2022. "Network analysis of local currency Asian government bond markets: Assessments of the ABFI and the ABMI," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    10. Evangelos Benos & Wenqian Huang & Albert Menkveld & Michalis Vasios, 2024. "The Cost of Clearing Fragmentation," Management Science, INFORMS, vol. 70(6), pages 3581-3596, June.
    11. Sofia Priazhkina & Samuel Palmer & Pablo Martín-Ramiro & Román Orús & Samuel Mugel & Vladimir Skavysh, 2024. "Digital Payments in Firm Networks: Theory of Adoption and Quantum Algorithm," Staff Working Papers 24-17, Bank of Canada.
    12. Berndsen, Ron, 2020. "Five Fundamental Questions on Central Counterparties," Discussion Paper 2020-028, Tilburg University, Center for Economic Research.
    13. CHEN, Yuanyuan & WU, Qi & LI, Duan, 2023. "Counter-cyclical Margins for Option Portfolios," Journal of Economic Dynamics and Control, Elsevier, vol. 146(C).
    14. Ron Berndsen, 2021. "Fundamental questions on central counterparties: A review of the literature," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 41(12), pages 2009-2022, December.

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    Keywords

    Social and Behavioral Sciences; centralized netting; central clearing; exposures; networks;
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