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Dynamic Stress Testing: The Framework for Assessing the Resilience of the Banking Sector Used by the Czech National Bank

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This paper describes the current stress-testing framework used at the Czech National Bank (CNB) to test the resilience of the banking sector. Macroeconomic scenarios and satellite models linking macroeconomic developments with key risk parameters and assumptions for generating dynamic stock-flow consistent behavior of individual bank balance-sheet items are discussed. Examples from past CNB Financial Stability Reports are given and emphasis is put on conservative calibration of the stress-testing framework so as to ensure that the impact of adverse scenarios on the banking sector is not under-estimated.

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  • Adam Gersl & Petr Jakubik & Tomas Konecny & Jakub Seidler, 2013. "Dynamic Stress Testing: The Framework for Assessing the Resilience of the Banking Sector Used by the Czech National Bank," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 63(6), pages 505-536, December.
    • Handle: RePEc:fau:fauart:v:63:y:2013:i:6:p:505-536
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    1. Pesaran, M.H. & Shin, Y., 1995. "An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis," Cambridge Working Papers in Economics 9514, Faculty of Economics, University of Cambridge.
    2. David Aikman & Piergiorgio Alessandri & Bruno Eklund & Prasanna Gai & Sujit Kapadia & Elizabeth Martin & Nada Mora & Gabriel Sterne & Matthew Willison, 2011. "Funding Liquidity Risk in a Quantitative Model of Systemic Stability," Central Banking, Analysis, and Economic Policies Book Series, in: Rodrigo Alfaro (ed.),Financial Stability, Monetary Policy, and Central Banking, edition 1, volume 15, chapter 12, pages 371-410, Central Bank of Chile.
    3. Antonella Foglia, 2009. "Stress Testing Credit Risk: A Survey of Authorities' Aproaches," International Journal of Central Banking, International Journal of Central Banking, vol. 5(3), pages 9-45, September.
    4. Adam Gersl & Jakub Seidler, 2012. "How to Improve the Quality of Stress Tests through Backtesting," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 62(4), pages 325-346, August.
    5. Michal Franta & Jozef Barunik & Roman Horvath & Katerina Smidkova, 2011. "Are Bayesian Fan Charts Useful for Central Banks? Uncertainty, Forecasting, and Financial Stability Stress Tests," Working Papers 2011/10, Czech National Bank.
    6. Buncic, Daniel & Melecky, Martin, 2013. "Macroprudential stress testing of credit risk: A practical approach for policy makers," Journal of Financial Stability, Elsevier, vol. 9(3), pages 347-370.
    7. David Benjamin & Mark L. J. Wright, 2009. "Recovery before redemption: A theory of delays in sovereign debt renegotiations," CAMA Working Papers 2009-15, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    8. National Bank of Kazakhstan, 2010. "Financial Stability Report of Kazakhstan, 2010," Financial Stability Reports(National Bank of Kazakhstan), National Bank of Kazakhstan, number 2010.
    9. Gary Gorton, 2009. "Information, Liquidity, and the (Ongoing) Panic of 2007," American Economic Review, American Economic Association, vol. 99(2), pages 567-572, May.
    10. Borio, Claudio & Drehmann, Mathias & Tsatsaronis, Kostas, 2014. "Stress-testing macro stress testing: Does it live up to expectations?," Journal of Financial Stability, Elsevier, vol. 12(C), pages 3-15.
    11. Quagliariello,Mario (ed.), 2009. "Stress-testing the Banking System," Cambridge Books, Cambridge University Press, number 9780521767309, October.
    12. Bank for International Settlements, 2011. "Macroprudential regulation and policy," BIS Papers, Bank for International Settlements, number 60.
    13. Juan J. Cruces & Christoph Trebesch, 2013. "Sovereign Defaults: The Price of Haircuts," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(3), pages 85-117, July.
    14. Thomas Breuer & Martin Jandacka & Klaus Rheinberger & Martin Summer, 2009. "How to Find Plausible, Severe and Useful Stress Scenarios," International Journal of Central Banking, International Journal of Central Banking, vol. 5(3), pages 205-224, September.
    15. Michal Andrle & Tibor Hledik & Ondra Kamenik & Jan Vlcek, 2009. "Implementing the New Structural Model of the Czech National Bank," Working Papers 2009/2, Czech National Bank.
    16. repec:cnb:ocpubc:fsr0910/1 is not listed on IDEAS
    17. Maria Soledad Martinez Peria & Mr. Giovanni Majnoni & Mr. Matthew T Jones & Mr. Winfrid Blaschke, 2001. "Stress Testing of Financial Systems: An Overview of Issues, Methodologies, and FSAP Experiences," IMF Working Papers 2001/088, International Monetary Fund.
    18. Carlos Santos & David Hendry & Soren Johansen, 2008. "Automatic selection of indicators in a fully saturated regression," Computational Statistics, Springer, vol. 23(2), pages 317-335, April.
    19. Castle, Jennifer & Shephard, Neil (ed.), 2009. "The Methodology and Practice of Econometrics: A Festschrift in Honour of David F. Hendry," OUP Catalogue, Oxford University Press, number 9780199237197.
    20. Mr. Christian Schmieder & Maher Hasan & Mr. Claus Puhr, 2011. "Next Generation Balance Sheet Stress Testing," IMF Working Papers 2011/083, International Monetary Fund.
    21. repec:cnb:ocpubc:fsr0809/4 is not listed on IDEAS
    22. Christoph Trebesch & Mr. Michael G. Papaioannou & Mr. Udaibir S Das, 2012. "Sovereign Debt Restructurings 1950-2010: Literature Survey, Data, and Stylized Facts," IMF Working Papers 2012/203, International Monetary Fund.
    23. Hamerle, Alfred & Liebig, Thilo & Scheule, Harald, 2004. "Forecasting Credit Portfolio Risk," Discussion Paper Series 2: Banking and Financial Studies 2004,01, Deutsche Bundesbank.
    24. Roger Koenker & Zhijie Xiao, 2002. "Inference on the Quantile Regression Process," Econometrica, Econometric Society, vol. 70(4), pages 1583-1612, July.
    25. International Monetary Fund, 2012. "Czech Republic: Technical Note on Stress Testing the Banking Sector," IMF Staff Country Reports 2012/174, International Monetary Fund.
    26. Petr Jakubik & Christian Schmieder, 2008. "Stress Testing Credit Risk: Is the Czech Republic Different from Germany?," Working Papers 2008/9, Czech National Bank.
    27. Schechtman, Ricardo & Gaglianone, Wagner Piazza, 2012. "Macro stress testing of credit risk focused on the tails," Journal of Financial Stability, Elsevier, vol. 8(3), pages 174-192.
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    Cited by:

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    2. Adam Geršl & Petr Jakubik & Dorota Kowalczyk & Steven Ongena & José-Luis Peydró, 2015. "Monetary Conditions and Banks’ Behaviour in the Czech Republic," Open Economies Review, Springer, vol. 26(3), pages 407-445, July.
    3. Adam Gersl & Zlatuse Komarkova & Lubos Komarek, 2016. "Liquidity Stress Testing with Second-Round Effects: Application to the Czech Banking Sector," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 66(1), pages 32-49, February.
    4. Annarelli, Alessandro & Nonino, Fabio, 2016. "Strategic and operational management of organizational resilience: Current state of research and future directions," Omega, Elsevier, vol. 62(C), pages 1-18.
    5. Aleš Melecký & Martin Melecký & Monika Šulganová, 2015. "Úvěry v selhání a makroekonomika: modelování systémového kreditního rizika v České republice [Non-Performing Loans and The Macroeconomy: Modeling the Systemic Credit Risk in the Czech Republic]," Politická ekonomie, Prague University of Economics and Business, vol. 2015(8), pages 921-947.
    6. repec:cnb:ocpubv:rb13/1 is not listed on IDEAS
    7. Zoran Wittine & Ivana Vuk, 2016. "Analysis of Stability and Exposure of Croatian Bank System to Non-Credit Risks," Business and Economic Research, Macrothink Institute, vol. 6(2), pages 331-342, December.
    8. repec:cnb:ocpubv:rb12/1 is not listed on IDEAS
    9. Karel Janda & Tran Van Quang & Pavel Zetek, 2015. "Faktory ovlivňující zapojení žen v mikrofinancích [The Factors Influencing the Participation of Women in Microfinance]," Politická ekonomie, Prague University of Economics and Business, vol. 2015(3), pages 363-381.
    10. repec:cnb:ocpubv:rb12/2 is not listed on IDEAS
    11. Karel Janda & Oleg Kravtsov, 2022. "Regulatory Stress Tests and Bank Responses: Heterogeneous Treatment Effect in Dynamic Settings," International Journal of Central Banking, International Journal of Central Banking, vol. 18(2), pages 1-49, June.
    12. Apergis, Emmanuel & Apergis, Iraklis & Apergis, Nicholas, 2019. "A new macro stress testing approach for financial realignment in the Eurozone," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 61(C), pages 52-80.
    13. repec:cnb:ocpubv:rb13/2 is not listed on IDEAS

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    More about this item

    Keywords

    banking sector; credit risk; stress tests;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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