Stress Testing Credit Risk: A Survey of Authorities' Approaches

This paper reviews the quantitative methods used at selected central banks to stress testing credit risk, focusing in particular on the methods used to link macroeconomic drivers of stress with bank specific measures of credit risk (macro stress test). Stress testing credit risk is an essential element of the Basel II Framework; because of their financial stability perspective, central banks and supervisors are particularly interested in quantifying the macro-to-micro linkages and have developed a specific modeling expertise in this field. In assessing current macro stress testing practices, the paper highlights the more recent developments and a number of methodological challenges that may be useful for supervisors in their review process of the banks' stress test models as required by the Basel II Framework. It also contributes to the on-going macroprudential research efforts that aim to integrate macroeconomic oversight and prudential supervision, in the direction of early identification of key vulnerabilities and assessment of macro-financial linkages.

[1]  Pierre St-Amant,et al.  Bank of Canada's participation in the 2007 FSAP macro stress-testing exercise , 2007 .

[2]  Matthew T. Jones,et al.  Stress Testing Financial Systems: What to Do When the Governor Calls , 2004, SSRN Electronic Journal.

[3]  Jorge A. Chan-lau,et al.  Fundamentals-Based Estimation of Default Probabilities: A Survey , 2006, SSRN Electronic Journal.

[4]  Juri Marcucci,et al.  Is bank portfolio riskiness procyclical: Evidence from Italy using a vector autoregression , 2008 .

[5]  Michael Kalkbrener,et al.  Credit Risk Concentrations under Stress , 2006 .

[6]  Martin Summer,et al.  Systemic Risk Monitor: A Model for Systemic Risk Analysis and Stress Testing of Banking Systems , 2006 .

[7]  H. Andersen,et al.  A Suite-Of-Models Approach to Stress-Testing Financial Stability , 2008 .

[8]  Francesco Zollino,et al.  Prices of Residential Property in Italy: Constructing a New Indicator , 2008 .

[9]  Eivind Bernhardsen,et al.  Model for Analysing Credit Risk in the Enterprise Sector , 2001 .

[10]  Martin Cihak Introduction to Applied Stress Testing , 2007 .

[11]  Simone Varotto,et al.  Stress Testing Credit Risk: The Great Depression Scenario , 2011 .

[12]  S. Dées,et al.  Global Macro-Financial Shocks and Expected Default Frequencies in the Euro Area , 2008 .

[13]  Macroeconomic Impact on Expected Default Freqency , 2008 .

[14]  P. Monti,et al.  How to Interpret the CPIS Data on the Distribution of Foreign Portfolio Assets in the Presence of Sizeable Cross-Border Positions in Mutual Funds - Evidence for Italy and the Main Euro-Area Countries , 2008 .

[15]  M. Hoeberichts,et al.  Modelling Scenario Analysis and Macro Stress-testing , 2006 .

[16]  David Tessier,et al.  Non-Linearities, Model Uncertainty, and Macro Stress Testing , 2008 .

[17]  Gabriel Jiménez,et al.  Modelling the Distribution of Credit Losses with Observable and Latent Factors , 2007 .

[18]  Simon Hall,et al.  A New Approach to Assessing Risks to Financial Stability , 2007 .

[19]  Sandro Momigliano,et al.  I conti pubblici nel decennio 1998-2007: fattori temporanei, tendenze di medio periodo, misure discrezionali , 2008 .

[20]  A. Foglia,et al.  Beyond Macroeconomic Risk: The Role of Contagion in the Italian Corporate Default Correlation , 2009 .

[21]  Miguel A. Segoviano Conditional probability of default methodology , 2006 .

[22]  Marco Sorge,et al.  A comparative analysis of macro stress-testing methodologies with application to Finland , 2006 .

[23]  Matthew T. Jones,et al.  Stress Testing of Financial Systems: An Overview of Issues, Methodologies, and Fsap Experiences , 2001, SSRN Electronic Journal.

[24]  Trevor Fitzpatrick,et al.  Assessing Portfolio Credit Risk Changes in a Sample of EU Large and Complex Banking Groups in Reaction to Macroeconomic Shocks , 2008 .

[25]  Paolo Piselli,et al.  Emerging Market Spreads in the Recent Financial Turmoil , 2008 .

[26]  Jan Hagen,et al.  The IMF's Stress Testing of the Norwegian Financial Sector , 2005 .

[28]  P. Montanaro I divari territoriali nella preparazione degli studenti italiani: evidenze dalle indagini nazionali e internazionali , 2008 .

[29]  Chiara Bentivogli,et al.  Il project finance nei servizi pubblici locali: poca finanza e poco progetto? , 2009 .

[30]  Til Schuermann,et al.  Macroeconomic Dynamics and Credit Risk: A Global Perspective , 2003, SSRN Electronic Journal.

[31]  Michael Manz,et al.  The Exposure of Swiss Banks to Macroeconomic Shocks - an Empirical Investigation , 2006 .

[32]  T. C. Wilson,et al.  Portfolio Credit Risk , 1998 .

[33]  Mathias Drehmann,et al.  n Stress tests: Objectives, challenges and modelling choices , 2008 .