Experience in Developing Early Warning System for Financial Crises and the Forecast of Russian Banking Sector Dynamic in 2012
AbstractThe article summarizes the key results of researches in the field of early warning systems for financial crises, conducted by the Center for Macroeconomic Analysis and Short-Term Forecasting (CMASF) since 2005. The proposed early warning system consists of three major blocks: the leading indicators of certain types of risks and the composite leading indicator of a systemic banking crisis; the medium-term scenario forecasting of key macroeconomic and financial indicators; stress testing of credit and liquidity risks of banks. On the basis of this early warning system we estimate the risks of financial crisis and some kinds of systemic risks in the different scenarios for the Russian economy in 2012. The analysis, in particular, revealed a sensitivity threshold of the domestic financial sector to changes in the world oil prices. Furthermore, it was found that the greatest destabilizing effect on the Russian financial sector may be caused by systemic credit risk.
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Bibliographic InfoArticle provided by New Economic Association in its journal Journal of the New Economic Association.
Volume (Year): (2011)
Issue (Month): 12 ()
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systemic financial crises; credit risks; liquidity risks; currency risks; early warning system; leading indicators; stress testing;
Find related papers by JEL classification:
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
- C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
- E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
- G01 - Financial Economics - - General - - - Financial Crises
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Bussiere, Matthieu & Fratzscher, Marcel, 2006.
"Towards a new early warning system of financial crises,"
Journal of International Money and Finance,
Elsevier, vol. 25(6), pages 953-973, October.
- Fratzscher, Marcel & Matthieu Bussiere, 2003. "Towards A New Early Warning System of Financial Crises," Royal Economic Society Annual Conference 2003 81, Royal Economic Society.
- Bussière, Matthieu & Fratzscher, Marcel, 2002. "Towards a new early warning system of financial crises," Working Paper Series 0145, European Central Bank.
- Arellano, Manuel & Bond, Stephen, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
Review of Economic Studies,
Wiley Blackwell, vol. 58(2), pages 277-97, April.
- Tom Doan, . "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Mario Quagliariello, 2006.
"BanksÂ’ Riskiness Over the Business Cicle: a Panel Analysis on Italian Intermediaries,"
Temi di discussione (Economic working papers)
599, Bank of Italy, Economic Research and International Relations Area.
- Mario Quagliariello, 2007. "Banks' riskiness over the business cycle: a panel analysis on Italian intermediaries," Applied Financial Economics, Taylor & Francis Journals, vol. 17(2), pages 119-138.
- Vicente Salas & Jesús Saurina, 2002. "Credit Risk in Two Institutional Regimes: Spanish Commercial and Savings Banks," Journal of Financial Services Research, Springer, vol. 22(3), pages 203-224, December.
- Chernykh, Lucy & Cole, Rebel A., 2011.
"Does deposit insurance improve financial intermediation? Evidence from the Russian experiment,"
Journal of Banking & Finance,
Elsevier, vol. 35(2), pages 388-402, February.
- Chernykh, Lucy & Rebel, Cole, 2009. "Does Deposit Insurance Improve Financial Intermediation? Evidence from the Russian Experiment," MPRA Paper 12987, University Library of Munich, Germany.
- Rita Babihuga, 2007. "Macroeconomic and Financial Soundness Indicators," IMF Working Papers 07/115, International Monetary Fund.
- Davis, E. Philip & Karim, Dilruba, 2008. "Comparing early warning systems for banking crises," Journal of Financial Stability, Elsevier, vol. 4(2), pages 89-120, June.
- Cardarelli, Roberto & Elekdag, Selim & Lall, Subir, 2011. "Financial stress and economic contractions," Journal of Financial Stability, Elsevier, vol. 7(2), pages 78-97, June.
- Demirguc-Kunt, Asli & Huizinga, Harry, 2004. "Market discipline and deposit insurance," Journal of Monetary Economics, Elsevier, vol. 51(2), pages 375-399, March.
- Richard Blundell & Steve Bond, 1995.
"Initial conditions and moment restrictions in dynamic panel data models,"
IFS Working Papers
W95/17, Institute for Fiscal Studies.
- Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
- R Blundell & Steven Bond, . "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- Graciela Laura Kaminsky, 1997.
"Leading Indicators of Currency Crises,"
IMF Working Papers
97/79, International Monetary Fund.
- Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998. "Leading Indicators of Currency Crises," MPRA Paper 6981, University Library of Munich, Germany.
- Kaminsky, Graciela & Lizondo, Saul & Reinhart, Carmen M., 1997. "Leading indicators of currency crises," Policy Research Working Paper Series 1852, The World Bank.
- International Monetary Fund, 1998. "Leading Indicators of Banking Crises," IMF Working Papers 98/91, International Monetary Fund.
- Gabriel Jiménez & Jesús Saurina, 2005. "Credit cycles, credit risk, and prudential regulation," Banco de Espaï¿½a Working Papers 0531, Banco de Espa�a.
- Fabian Valencia & Luc Laeven, 2008. "Systemic Banking Crises," IMF Working Papers 08/224, International Monetary Fund.
- Graciela L. Kaminsky & Carmen M. Reinhart, 1996.
"The twin crises: the causes of banking and balance-of-payments problems,"
International Finance Discussion Papers
544, Board of Governors of the Federal Reserve System (U.S.).
- Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
- Reinhart, Carmen & Kaminsky, Graciela, 1999. "The twin crises: The causes of banking and balance of payments problems," MPRA Paper 14081, University Library of Munich, Germany.
- O. Solntsev & A. Pestova & M. Mamonov, 2010. "Stress Test," Problems of Economic Transition, M.E. Sharpe, Inc., vol. 53(8), pages 68-94, December.
- De Graeve, Ferre & Karas, Alexei, 2010. "Identifying VARs through Heterogeneity: An Application to Bank Runs," Working Paper Series 244, Sveriges Riksbank (Central Bank of Sweden).
- Asli DemirgÃ¼Ã§-Kunt & Enrica Detragiache, 2005.
"Cross-Country Empirical Studies of Systemic Bank Distress: A Survey,"
IMF Working Papers
05/96, International Monetary Fund.
- Asli DemirgÃ¼Ã§-Kunt & Enrica Detragiache, 2005. "Cross-Country Empirical Studies of Systemic Bank Distress: A Survey," National Institute Economic Review, National Institute of Economic and Social Research, vol. 192(1), pages 68-83, April.
- Demirguc-Kunt, Asli & Detragiache, Enrica, 2005. "Cross-country empirical studies of systemic bank distress : a survey," Policy Research Working Paper Series 3719, The World Bank.
- Marco Sorge, 2004. "Stress-testing financial systems: an overview of current methodologies," BIS Working Papers 165, Bank for International Settlements.
- Glenn Hoggarth & Steffen Sorensen & Lea Zicchino, 2005. "Stress tests of UK banks using a VAR approach," Bank of England working papers 282, Bank of England.
- Jacobson, Tor & Linde, Jesper & Roszbach, Kasper, 2005.
"Exploring interactions between real activity and the financial stance,"
Journal of Financial Stability,
Elsevier, vol. 1(3), pages 308-341, April.
- Jacobson, Tor & Lindé, Jesper & Roszbach, Kasper, 2005. "Exploring Interactions between Real Activity and the Financial Stance," Working Paper Series 184, Sveriges Riksbank (Central Bank of Sweden).
- Mark Swinburne & StÃ©phanie Marie Stolz & Marina Moretti, 2008. "Stress Testing At the IMF," IMF Working Papers 08/206, International Monetary Fund.
- Raphael A. Espinoza & Ananthakrishnan Prasad, 2010. "Nonperforming Loans in the GCC Banking System and their Macroeconomic Effects," IMF Working Papers 10/224, International Monetary Fund.
- Klaus Abberger & Wolfgang Nierhaus & Shynar Shaikh, 2009. "Findings of the Signal Approach for Financial Monitoring in Kazakhstan," CESifo Working Paper Series 2774, CESifo Group Munich.
- Pesola, Jarmo, 2007. "Financial fragility, macroeconomic shocks and banks’ loan losses: evidence from Europe," Research Discussion Papers 15/2007, Bank of Finland.
- Peng, Duan & Bajona, Claustre, 2008. "China's vulnerability to currency crisis: A KLR signals approach," China Economic Review, Elsevier, vol. 19(2), pages 138-151, June.
- Rajkamal Iyer & Manju Puri, 2008. "Understanding Bank Runs: The Importance of Depositor-Bank Relationships and Networks," NBER Working Papers 14280, National Bureau of Economic Research, Inc.
- Maechler, Andrea M. & McDill, Kathleen M., 2006. "Dynamic depositor discipline in US banks," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1871-1898, July.
- Demirguc-Kunt, Asli & Detragiache, Enrica, 1997. "The determinants of banking crises : evidence from industrial and developing countries," Policy Research Working Paper Series 1828, The World Bank.
- Lo Duca, Marco & Peltonen, Tuomas A., 2011. "Macro-financial vulnerabilities and future financial stress: assessing systemic risks and predicting systemic events," Working Paper Series 1311, European Central Bank.
- Lo Duca, Marco & Peltonen, Tuomas, 2011. "Macro-financial vulnerabilities and future financial stress - Assessing systemic risks and predicting systemic events," BOFIT Discussion Papers 2/2011, Bank of Finland, Institute for Economies in Transition.
- Virolainen , Kimmo, 2004. "Macro stress testing with a macroeconomic credit risk model for Finland," Research Discussion Papers 18/2004, Bank of Finland.
- Steve Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Mamonov, Mikhail, 2012. "The impact of market power of Russian banks on their credit risk tolerance: A panel study," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 28(4), pages 85-112.
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