A methodology for constructing a financial systemic stress index: An application to Greece
The paper develops a financial systemic stress index (FSSI) for Greece. We present a novel methodology for constructing and evaluating a systemic stress index which i) adopts the suggestion of Hollo et al. (2012) [“CISS — A ‘Composite Indicator of Systemic Stress’ in the Financial System” ECB working paper] to incorporate time-varying correlations between different market segments, but uses a multivariate GARCH approach which is able to capture abrupt changes in correlations, shown to be a prerequisite for correctly identifying financial crises, ii) utilizes both market and balance sheet data which is a novel feature for systemic stress indicators and iii) evaluates the FSSI utilizing the results of a survey, conducted among financial experts, in order to construct a benchmark chronology of financial crises for Greece, which in turn is used to investigate whether changes in the FSSI are good leading indicators for financial crises. The results show that the FSSI is able to provide a precise periodization of crises. Our findings suggest that accurate depiction of the systematic nature of stress is pivotal in order to provide proper policy guidance with respect to financial crisis identification.
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- Robert J. Hodrick & Edward Prescott, 1981.
"Post-War U.S. Business Cycles: An Empirical Investigation,"
451, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
- Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
- Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "This Time Is Different: Eight Centuries of Financial Folly," Economics Books, Princeton University Press, edition 1, volume 1, number 8973.
- Charles W. Calomiris & Gary Gorton, .
"The Origins of Banking Panics: Models, Facts, and Bank Regulation,"
Rodney L. White Center for Financial Research Working Papers
11-90, Wharton School Rodney L. White Center for Financial Research.
- Charles W. Calomiris & Gary Gorton, 1991. "The Origins of Banking Panics: Models, Facts, and Bank Regulation," NBER Chapters, in: Financial Markets and Financial Crises, pages 109-174 National Bureau of Economic Research, Inc.
- Stephen G. Hall & Nicholas G. Zonzilos, 2003. "An Indicator Measuring Underlying Economic Activity in Greece," Working Papers 04, Bank of Greece.
- Carmen M. Reinhart & Kenneth S. Rogoff, 2010.
"From Financial Crash to Debt Crisis,"
NBER Working Papers
15795, National Bureau of Economic Research, Inc.
- Stock, J.H. & Watson, M.W., 1989.
"New Indexes Of Coincident And Leading Economic Indicators,"
178d, Harvard - J.F. Kennedy School of Government.
- James H. Stock & Mark W. Watson, 1989. "New Indexes of Coincident and Leading Economic Indicators," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 351-409 National Bureau of Economic Research, Inc.
- Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2000.
"Aggregate Price Shocks and Financial Instability: An Historical Analysis,"
NBER Historical Working Papers
0125, National Bureau of Economic Research, Inc.
- Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2002. "Aggregate Price Shocks and Financial Instability: A Historical Analysis," Economic Inquiry, Western Economic Association International, vol. 40(4), pages 521-538, October.
- Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2000. "Aggregate Price Shocks and Financial Instability: An Historical Analysis," NBER Working Papers 7652, National Bureau of Economic Research, Inc.
- Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2001. "Aggregate price shocks and financial instability: a historical analysis," Working Papers 2000-005, Federal Reserve Bank of St. Louis.
- Milton Friedman & Anna J. Schwartz, 1963. "A Monetary History of the United States, 1867–1960," NBER Books, National Bureau of Economic Research, Inc, number frie63-1, July.
- Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 2001.
"Modeling and Forecasting Realized Volatility,"
NBER Working Papers
8160, National Bureau of Economic Research, Inc.
- Anderson, Torben G. & Bollerslev, Tim & Diebold, Francis X. & Labys, Paul, 2002. "Modeling and Forecasting Realized Volatility," Working Papers 02-12, Duke University, Department of Economics.
- Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 2001. "Modeling and Forecasting Realized Volatility," Center for Financial Institutions Working Papers 01-01, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Elke Hanschel & Pierre Monnin, 2005. "Measuring and forecasting stress in the banking sector: evidence from Switzerland," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 431-49 Bank for International Settlements.
- Ben Bemanke & Harold James, 1991. "The Gold Standard, Deflation, and Financial Crisis in the Great Depression: An International Comparison," NBER Chapters, in: Financial Markets and Financial Crises, pages 33-68 National Bureau of Economic Research, Inc.
- Andersen, Torben G & Bollerslev, Tim, 1998. "Answering the Skeptics: Yes, Standard Volatility Models Do Provide Accurate Forecasts," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 885-905, November.
- Subir Lall & Roberto Cardarelli & Selim Elekdag, 2009. "Financial Stress, Downturns, and Recoveries," IMF Working Papers 09/100, International Monetary Fund.
- 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.
- Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(01), pages 122-150, February.
- Blix Grimaldi, Marianna, 2010. "Detecting and interpreting financial stress in the euro area," Working Paper Series 1214, European Central Bank.
- McMillan, David G. & Kambouroudis, Dimos, 2009. "Are RiskMetrics forecasts good enough? Evidence from 31 stock markets," International Review of Financial Analysis, Elsevier, vol. 18(3), pages 117-124, June.
- Craig S. Hakkio & William R. Keeton, 2009. "Financial stress: what is it, how can it be measured, and why does it matter?," Economic Review, Federal Reserve Bank of Kansas City, issue Q II, pages 5-50.
- Frederic S. Mishkin, 1991.
"Asymmetric Information and Financial Crises: A Historical Perspective,"
in: Financial Markets and Financial Crises, pages 69-108
National Bureau of Economic Research, Inc.
- Frederic S. Mishkin, 1990. "Asymmetric Information and Financial Crises: A Historical Perspective," NBER Working Papers 3400, National Bureau of Economic Research, Inc.
- Stock, James H. & Watson, Mark W., 1999.
Journal of Monetary Economics,
Elsevier, vol. 44(2), pages 293-335, October.
- Scott Brave & R. Andrew Butters, 2010. "Gathering insights on the forest from the trees: a new metric for financial conditions," Working Paper Series WP-2010-07, Federal Reserve Bank of Chicago.
- Jan Hatzius & Peter Hooper & Frederic S. Mishkin & Kermit L. Schoenholtz & Mark W. Watson, 2010. "Financial Conditions Indexes: A Fresh Look after the Financial Crisis," NBER Working Papers 16150, National Bureau of Economic Research, Inc.
- Pierre Monnin & Terhi Jokipii, 2010.
"The Impact of Banking Sector Stability on the Real Economy,"
2010-05, Swiss National Bank.
- Jokipii, Terhi & Monnin, Pierre, 2013. "The impact of banking sector stability on the real economy," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 1-16.
- repec:ecb:ecbwps:20111426 is not listed on IDEAS
- Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-31, February.
- Andersen T. G & Bollerslev T. & Diebold F. X & Labys P., 2001. "The Distribution of Realized Exchange Rate Volatility," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 42-55, March.
- Ole E. Barndorff-Nielsen & Shephard, 2002.
"Econometric analysis of realized volatility and its use in estimating stochastic volatility models,"
Journal of the Royal Statistical Society Series B,
Royal Statistical Society, vol. 64(2), pages 253-280.
- Ole E. Barndorff-Nielsen & Neil Shephard, 2000. "Econometric analysis of realised volatility and its use in estimating stochastic volatility models," Economics Papers 2001-W4, Economics Group, Nuffield College, University of Oxford, revised 05 Jul 2001.
- Illing, Mark & Liu, Ying, 2006. "Measuring financial stress in a developed country: An application to Canada," Journal of Financial Stability, Elsevier, vol. 2(3), pages 243-265, October.
- Frederic S. Mishkin, 1991.
"Anatomy of a Financial Crisis,"
NBER Working Papers
3934, National Bureau of Economic Research, Inc.
- Miguel Morales & Dairo Estrada, 2010. "A financial stability index for Colombia," Annals of Finance, Springer, vol. 6(4), pages 555-581, October.
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