A Theoretical and Empirical Comparison of Systemic Risk Measures
AbstractWe derive several popular systemic risk measures in a common framework and show that they can be expressed as transformations of market risk measures (e.g., beta). We also derive conditions under which the different measures lead to similar rankings of systemically important financial institutions (SIFIs). In an empirical analysis of US financial institutions, we show that (1) different systemic risk measures identify different SIFIs and that (2) firm rankings based on systemic risk estimates mirror rankings obtained by sorting firms on market risk or liabilities. One-factor linear models explain most of the variability of the systemic risk estimates, which indicates that systemic risk measures fall short in capturing the multiple facets of systemic risk.
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Date of creation: 18 Jun 2013
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Banking Regulation; Systemically Important Financial Firms; Marginal Expected; Shortfall; SRISK; CoVaR; Systemic vs. Systematic Risk.;
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-11-11 (All new papers)
- NEP-BAN-2012-11-11 (Banking)
- NEP-FMK-2012-11-11 (Financial Markets)
- NEP-RMG-2012-11-11 (Risk Management)
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- Gauthier, Céline & Lehar, Alfred & Souissi, Moez, 2012. "Macroprudential capital requirements and systemic risk," Journal of Financial Intermediation, Elsevier, vol. 21(4), pages 594-618.
- Xin Huang & Hao Zhou & Haibin Zhu, 2011.
"Systemic risk contributions,"
Finance and Economics Discussion Series
2011-08, Board of Governors of the Federal Reserve System (U.S.).
- Xin Huang & Hao Zhou & Haibin Zhu, 2012. "Systemic Risk Contributions," Journal of Financial Services Research, Springer, vol. 42(1), pages 55-83, October.
- Xin Huang & Hao Zhou & Haibin Zhu, 2011. "Systemic risk contributions," BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential regulation and policy, volume 60, pages 36-43 Bank for International Settlements.
- Rabemananjara, R & Zakoian, J M, 1993. "Threshold Arch Models and Asymmetries in Volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(1), pages 31-49, Jan.-Marc.
- O. Scaillet, 2004. "Nonparametric Estimation and Sensitivity Analysis of Expected Shortfall," Mathematical Finance, Wiley Blackwell, vol. 14(1), pages 115-129.
- Girardi, Giulio & Tolga Ergün, A., 2013. "Systemic risk measurement: Multivariate GARCH estimation of CoVaR," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3169-3180.
- Sheri Markose & Simone Giansante & Mateusz Gatkowski & Ali Rais Shaghaghi, 2010.
"Too Interconnected To Fail: Financial Contagion and Systemic Risk in Network Model of CDS and Other Credit Enhancement Obligations of US Banks,"
Economics Discussion Papers
683, University of Essex, Department of Economics.
- Sheri Markose & Simone Giansante & Mateusz Gatkowski & Ali Rais Shaghaghi, 2010. "Too Interconnected To Fail: Financial Contagion and Systemic Risk In Network Model of CDS and Other Credit Enhancement Obligations of US Banks," Working Papers 033, COMISEF.
- Idier, J. & Lamé, G. & Mésonnier, J S., 2011.
"How useful is the Marginal Expected Shortfall for the measurement of systemic exposure? A practical assessment,"
348, Banque de France.
- Idier, Julien & Lamé, Gildas & Mésonnier, Jean-Stéphane, 2013. "How useful is the marginal expected shortfall for the measurement of systemic exposure? A practical assessment," Working Paper Series 1546, European Central Bank.
- Viral Acharya & Robert Engle & Matthew Richardson, 2012. "Capital Shortfall: A New Approach to Ranking and Regulating Systemic Risks," American Economic Review, American Economic Association, vol. 102(3), pages 59-64, May.
- 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.
- 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," Finance and Economics Discussion Series 2009-37, Board of Governors of the Federal Reserve System (U.S.).
- Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012.
"Econometric measures of connectedness and systemic risk in the finance and insurance sectors,"
Journal of Financial Economics,
Elsevier, vol. 104(3), pages 535-559.
- Monica Billio & Mila Getmansky & Andrew W. Lo & Loriana Pelizzon, 2011. "Econometric Measures of Connectedness and Systemic Risk in the Finance and Insurance Sectors," Working Papers 2011_21, Department of Economics, University of Venice "Ca' Foscari".
- Habert white & Tae-Hwan Kim & Simone Manganelli, 2012. "VAR for VaR: Measuring Tail Dependence Using Multivariate Regression Quantiles," Working papers 2012rwp-45, Yonsei University, Yonsei Economics Research Institute.
- C. Gouriéroux & J.-C. Héam & A. Monfort, 2012.
"Bilateral exposures and systemic solvency risk,"
Canadian Journal of Economics,
Canadian Economics Association, vol. 45(4), pages 1273-1309, November.
- Colletaz, Gilbert & Hurlin, Christophe & Pérignon, Christophe, 2013.
"The Risk Map: A new tool for validating risk models,"
Journal of Banking & Finance,
Elsevier, vol. 37(10), pages 3843-3854.
- Gilbert Colletaz & Christophe Hurlin & Christophe Pérignon, 2012. "The Risk Map: A New Tool for Validating Risk Models," Working Papers halshs-00746273, HAL.
- Stefano Giglio, 2011. "Credit default swap spreads and systemic financial risk," Proceedings 1122, Federal Reserve Bank of Chicago.
- Eugenio Cerutti & Stijn Claessens & Patrick McGuire, 2012. "Systemic risk in global banking: what can available data tell us and what more data are needed?," BIS Working Papers 376, Bank for International Settlements.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
- Christophe Hurlin & Sebastien Laurent & Rogier Quaedvlieg & Stephan Smeekes, 2013. "Risk Measure Inference," Working Papers halshs-00877279, HAL.
- Natasha Agarwal et al, 2013. "A Systematic approach to identify systemically important firms," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2013-021, Indira Gandhi Institute of Development Research, Mumbai, India.
- Weiß, Gregor N.F. & Bostandzic, Denefa & Neumann, Sascha, 2014. "What factors drive systemic risk during international financial crises?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 78-96.
- Löffler, Gunter & Raupach, Peter, 2013. "Robustness and informativeness of systemic risk measures," Discussion Papers 04/2013, Deutsche Bundesbank, Research Centre.
- Yuanhua Feng & Lixin Sun, 2013. "A semi-APARCH approach for comparing long-term and short-term risk in Chinese financial market and in mature financial markets," Working Papers CIE 69, University of Paderborn, CIE Center for International Economics.
- repec:pdn:wpaper:69 is not listed on IDEAS
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