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Macro stress testing with sector specific bankruptcy models

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Author Info
Marianna Valentinyi-Endrész () (Magyar Nemzeti Bank)
Zoltán Vásáry () (Magyar Nemzeti Bank)

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Abstract

This paper employs the methodology of Wilson (1997) on Hungarian data to conduct a macro stress test in relation to banks’ corporate loan portfolio. First, sector specific models of bankruptcy are estimated, where the bankruptcy frequency is linked to the general health of the economy. Data on bankruptcy filings in Hungary between 1995 and 2005 are used. Then, after identifying relevant shocks, the estimated models are employed in Monte Carlo simulation to conduct a stress test on the Hungarian banking sector. Various loss measures are defined to quantify the impact of shocks and evaluate the resilience of the Hungarian banking sector. The sensitivity of the stress test results to the endogeneity of LGD and the prevailing macro environment are also examined.

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File URL: http://english.mnb.hu/Resource.aspx?ResourceID=mnbfile&resourcename=wp2008_2
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Publisher Info
Paper provided by Magyar Nemzeti Bank (The Central Bank of Hungary) in its series MNB Working Papers with number 2008/2.

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Length: 37 pages
Date of creation: 2008
Date of revision:
Handle: RePEc:mnb:wpaper:2008/2

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Web page: http://www.mnb.hu/
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Related research
Keywords: credit risk; bankruptcy; macro stress testing.;

Find related papers by JEL classification:
C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions
G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Mortgages
G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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This page was last updated on 2009-11-13.


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