An empirical study of the Mexican banking system’s network and its implications for systemic risk
With the aim to measure and monitor systemic risk, we present some topological metrics for the interbank exposures and the payments system networks. The evolution of such networks is analyzed, we draw important conclusions from the systemic risk's perspective and propose a measure of interconnectedness. Additionally, we suggest non-topological measures to describe individual behavior of banks in both networks. The main findings of this paper are: the structures of the payments and exposures networks are different (in terms of connectivity); the topology of the exposures network changed after the collapse of Lehman Brothers, whereas the structure of the payments network does not; the proposed measure of interconnectedness can be used to determine the importance of a bank in terms of connectivity. Finally, we found that interconnectedness of a bank is not necessarily related with its assets size but it is linked to the contagion it might cause.
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- Becher, Christopher & Millard, Stephen & SoramÃÂÃÂ¤ki, Kimmo, 2008. "The network topology of CHAPS Sterling," Bank of England working papers 355, Bank of England.
- Bech, Morten L. & Atalay, Enghin, 2010.
"The topology of the federal funds market,"
Physica A: Statistical Mechanics and its Applications,
Elsevier, vol. 389(22), pages 5223-5246.
- Juan Sole & Marco A Espinosa-Vega, 2010.
"Cross-Border Financial Surveillance; A Network Perspective,"
IMF Working Papers
10/105, International Monetary Fund.
- Marco A. Espinosa-Vega & Juan Solé, 2011. "Cross-border financial surveillance: a network perspective," Journal of Financial Economic Policy, Emerald Group Publishing, vol. 3(3), pages 182-205, August.
- Xin Huang & Hao Zhou & Haibin Zhu, 2009.
"A framework for assessing the systemic risk of major financial institutions,"
Finance and Economics Discussion Series
2009-37, Board of Governors of the Federal Reserve System (U.S.).
- Huang, Xin & Zhou, Hao & Zhu, Haibin, 2009. "A framework for assessing the systemic risk of major financial institutions," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2036-2049, November.
- Xin Huang & Hao Zhou & Haibin Zhu, 2009. "A Framework for Assessing the Systemic Risk of Major Financial Institutions," BIS Working Papers 281, Bank for International Settlements.
- Nier, Erlend & Yang, Jing & Yorulmazer, Tanju & Alentorn, Amadeo, 2008.
"Network models and financial stability,"
Bank of England working papers
346, Bank of England.
- Iori, Giulia & De Masi, Giulia & Precup, Ovidiu Vasile & Gabbi, Giampaolo & Caldarelli, Guido, 2008.
"A network analysis of the Italian overnight money market,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 32(1), pages 259-278, January.
- Iori, G. & Masi, G. D. & Precup, O. V. & Gabbi, G. & Caldarelli, G., 2005. "A network analysis of the Italian oversight money market," Working Papers 05/05, Department of Economics, City University London.
- Dimitrios Bisias & Mark Flood & Andrew W. Lo & Stavros Valavanis, 2012.
"A Survey of Systemic Risk Analytics,"
Annual Review of Financial Economics,
Annual Reviews, vol. 4(1), pages 255-296, October.
- Bech, Morten L. & Chapman, James T.E. & Garratt, Rodney J., 2010. "Which bank is the "central" bank?," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 352-363, April.
- Lana Embree & Tom Roberts, 2009. "Network Analysis and Canada's Large Value Transfer System," Discussion Papers 09-13, Bank of Canada.
- Thomas Lux, Daniel Fricke, 2012.
"Core-Periphery Structure in the Overnight Money Market: Evidence from the e-MID Trading Platform,"
Kiel Working Papers
1759, Kiel Institute for the World Economy.
- Fricke, Daniel & Lux, Thomas, 2012. "Core-periphery structure in the overnight money market: Evidence from the e-MID trading platform," Kiel Working Papers 1759, Kiel Institute for the World Economy (IfW).
- Christian Upper & Andreas Worms, 2001.
"Estimating bilateral exposures in the German interbank market: is there a danger of contagion?,"
BIS Papers chapters,
in: Bank for International Settlements (ed.), Marrying the macro- and micro-prudential dimensions of financial stability, volume 1, pages 211-229
Bank for International Settlements.
- Upper, Christian & Worms, Andreas, 2004. "Estimating bilateral exposures in the German interbank market: Is there a danger of contagion?," European Economic Review, Elsevier, vol. 48(4), pages 827-849, August.
- Upper, Christian & Worms, Andreas, 2002. "Estimating Bilateral Exposures in the German Interbank Market: Is there a Danger of Contagion?," Discussion Paper Series 1: Economic Studies 2002,09, Deutsche Bundesbank, Research Centre.
- Garratt, Rodney & Mahadeva, Lavan & Svirydzenka, Katsiaryna, 2011. "Mapping systemic risk in the international banking network," Bank of England working papers 413, Bank of England.
- Viral V. Acharya & Lasse H. Pedersen & Thomas Philippon & Matthew Richardson, 2010.
"Measuring systemic risk,"
1002, Federal Reserve Bank of Cleveland.
- Celine Gauthier & Alfred Lehar & Moez Souissi, 2010. "Macroprudential Regulation and Systemic Capital Requirements," Staff Working Papers 10-4, Bank of Canada.
- Martínez-Jaramillo, Serafín & Pérez, Omar Pérez & Embriz, Fernando Avila & Dey, Fabrizio López Gallo, 2010. "Systemic risk, financial contagion and financial fragility," Journal of Economic Dynamics and Control, Elsevier, vol. 34(11), pages 2358-2374, November.
- Eugenio Cerutti & Stijn Claessens & Patrick McGuire, 2012.
"Systemic Risks in Global Banking: What Available Data can tell us and What More Data are Needed?,"
NBER Working Papers
18531, National Bureau of Economic Research, Inc.
- Eugenio Cerutti & Stijn Claessens & Patrick McGuire, 2012. "Systemic Risks in Global Banking: What Available Data Can Tell Us and What More Data Are Needed?," NBER Chapters, in: Risk Topography: Systemic Risk and Macro Modeling, pages 235-260 National Bureau of Economic Research, Inc.
- Eugenio M Cerutti & Patrick M. McGuire & Stijn Claessens, 2011. "Systemic Risks in Global Banking; What Available Data Can Tell Us and What More Data Are Needed?," IMF Working Papers 11/222, International Monetary Fund.
- repec:fip:fedhpr:y:2010:i:may:p:65-71 is not listed on IDEAS
- Viral V. Acharya, 2010. "Measuring systemic risk," Proceedings 1140, Federal Reserve Bank of Chicago.
- Gert Sabidussi, 1966. "The centrality index of a graph," Psychometrika, Springer;The Psychometric Society, vol. 31(4), pages 581-603, December.
- Saltoglu, Burak & Yenilmez, Taylan, 2010. "Analyzing Systemic Risk with Financial Networks An Application During a Financial Crash," MPRA Paper 26684, University Library of Munich, Germany.
- Drehmann, Mathias & Tarashev, Nikola, 2013.
"Measuring the systemic importance of interconnected banks,"
Journal of Financial Intermediation,
Elsevier, vol. 22(4), pages 586-607.
- Nikola Tarashev & Mathias Drehmann, 2011. "Measuring the systemic importance of interconnected banks," BIS Working Papers 342, Bank for International Settlements.
- Marc Pröpper & Iman van Lelyveld & Ronald Heijmans, 2008. "Towards a Network Description of Interbank Payment Flows," DNB Working Papers 177, Netherlands Central Bank, Research Department.
- Kimmo Soramaki & Morten L. Bech & Jeffrey Arnold & Robert J. Glass & Walter E. Beyeler, 2006.
"The topology of interbank payment flows,"
243, Federal Reserve Bank of New York.
- 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.
- James Chapman & Yinan Zhang, 2010. "Estimating the Structure of the Payment Network in the LVTS: An Application of Estimating Communities in Network Data," Staff Working Papers 10-13, Bank of Canada.
- Michael Boss & Helmut Elsinger & Martin Summer & Stefan Thurner, 2004. "Network topology of the interbank market," Quantitative Finance, Taylor & Francis Journals, vol. 4(6), pages 677-684.
- Minoiu, Camelia & Reyes, Javier A., 2013. "A network analysis of global banking: 1978–2010," Journal of Financial Stability, Elsevier, vol. 9(2), pages 168-184.
- Mistrulli, Paolo Emilio, 2011.
"Assessing financial contagion in the interbank market: Maximum entropy versus observed interbank lending patterns,"
Journal of Banking & Finance,
Elsevier, vol. 35(5), pages 1114-1127, May.
- Paolo Emilio Mistrulli, 2007. "Assessing financial contagion in the interbank market: Maximum entropy versus observed interbank lending patterns," Temi di discussione (Economic working papers) 641, Bank of Italy, Economic Research and International Relations Area.
- Christian Upper, 2007. "Using counterfactual simulations to assess the danger of contagion in interbank markets," BIS Working Papers 234, Bank for International Settlements.
- Gai, Prasanna & Kapadia, Sujit, 2010. "Contagion in financial networks," Bank of England working papers 383, Bank of England.
- Biliana Alexandrova-Kabadjova & Francisco Solís-Robleda, 2012. "The Mexican Experience in How the Settlement of Large Payments is Performed in the Presence of a High Volume of Small Payments," Working Papers 2012-17, Banco de México.
- Cocco, João F. & Gomes, Francisco J. & Martins, Nuno C., 2009. "Lending relationships in the interbank market," Journal of Financial Intermediation, Elsevier, vol. 18(1), pages 24-48, January.
- Piergiorgio Alessandri & Prasanna Gai & Sujit Kapadia & Nada Mora & Claus Puhr, 2009. "Towards a Framework for Quantifying Systemic Stability," International Journal of Central Banking, International Journal of Central Banking, vol. 5(3), pages 47-81, September.
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