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Stress Testing Credit Risk: Is the Czech Republic Different from Germany?

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Author Info
Petr Jakubik
Christian Schmieder

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Abstract

This study deals with credit risk modelling and stress testing within the context of a Merton-type one-factor model. We analyse the corporate and household sectors of the Czech Republic and Germany to find determining variables of credit risk in both countries. We find that a set of similar variables explains corporate credit risk in both countries despite substantial differences in the default rate pattern. This does not apply to households, where further research seems to be necessary. Next, we establish a framework for the stress testing of credit risk. We use a country specific stress scenario that shocks macroeconomic variables with medium severity. The test results in credit risk increasing by more than 100% in the Czech Republic and by roughly 40% in Germany. The two outcomes are not fully comparable since the shocks are calibrated according to the historical development of the time series considered and the size of the shocks for the Czech Republic was driven by the transformation period.

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File URL: http://www.cnb.cz/www.cnb.cz/en/research/research_publications/cnb_wp/download/cnbwp_2008_09.pdf
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Paper provided by Czech National Bank, Research Department in its series Working Papers with number 2008/9.

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Date of creation: Dec 2008
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Handle: RePEc:cnb:wpaper:2008/9

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Related research
Keywords: Credit risk; credit risk modelling; stress testing.;

Find related papers by JEL classification:
G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Mortgages
G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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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.:
  1. Eva Catarineu-Rabell & Patricia Jackson & Dimitrios Tsomocos, 2005. "Procyclicality and the new Basel Accord - banks’ choice of loan rating system," Economic Theory, Springer, vol. 26(3), pages 537-557, October. [Downloadable!] (restricted)
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  2. Martin Cihak, 2004. "Designing Stress Tests for the Czech Banking System," Research and Policy Notes 2004/03, Czech National Bank, Research Department. [Downloadable!]
  3. Bangia, Anil & Diebold, Francis X. & Kronimus, Andre & Schagen, Christian & Schuermann, Til, 2002. "Ratings migration and the business cycle, with application to credit portfolio stress testing," Journal of Banking & Finance, Elsevier, vol. 26(2-3), pages 445-474, March. [Downloadable!] (restricted)
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  4. John G. Cragg & Russell S. Uhler, 1970. "The Demand for Automobiles," Canadian Journal of Economics, Canadian Economics Association, vol. 3(3), pages 386-406, August. [Downloadable!] (restricted)
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This page was last updated on 2009-11-24.


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