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Credit risk and business cycle over different regimes

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Author Info
Juri Marcucci () (Bank of Italy, Economic Research Department)
Mario Quagliariello () (Bank of Italy, Banking and Financial Supervision)

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Abstract

In the recent banking literature on the relationship between credit risk and the business cycle, the presence of asymmetric effects both across credit risk regimes and through the business cycle has been generally neglected. Employing threshold regression models both at the aggregate and the bank level and exploiting a unique dataset on Italian bank borrowersÂ’ default rates, this paper analyzes whether this relationship is characterized by regime switches and thus by asymmetries, determining the thresholds endogenously. Our results show that not only are the effects of the business cycle on credit risk more pronounced during downturns but also when credit risk conditions are poor.

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Paper provided by Bank of Italy, Economic Research Department in its series Temi di discussione (Economic working papers) with number 670.

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Date of creation: Jun 2008
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Handle: RePEc:bdi:wptemi:td_670_08

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Web page: http://www.bancaditalia.it
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Related research
Keywords: Credit Risk; Panel Threshold Regression Models; Regime Switching; Default Rate; Business Cycle; Cyclicality; Basel 2;

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Find related papers by JEL classification:
C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data
G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Mortgages
G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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References listed on IDEAS
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. Lucas, Andre & Klaassen, Pieter, 2006. "Discrete versus continuous state switching models for portfolio credit risk," Journal of Banking & Finance, Elsevier, vol. 30(1), pages 23-35, January. [Downloadable!] (restricted)
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  2. Glenn Hoggarth & Steffen Sorensen & Lea Zicchino, . "Stress tests of UK banks using a VAR approach," Bank of England working papers 282, Bank of England. [Downloadable!]
  3. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November. [Downloadable!] (restricted)
    Other versions:
  4. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-30, March. [Downloadable!] (restricted)
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  5. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April. [Downloadable!] (restricted)
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  6. Anil Bangia & Francis X. Diebold & Til Schuermann, 2000. "Ratings Migration and the Business Cycle, With Application to Credit Portfolio Stress Testing," Center for Financial Institutions Working Papers 00-26, Wharton School Center for Financial Institutions, University of Pennsylvania. [Downloadable!]
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  7. Juri Marcucci & Mario Quagliariello, . "Is Bank Portfolio Riskiness Procyclical? Evidence from Italy using a Vector Autoregression," Discussion Papers 05/09, Department of Economics, University of York. [Downloadable!]
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  8. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December. [Downloadable!] (restricted)
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  9. Nickell, Pamela & Perraudin, William & Varotto, Simone, 2000. "Stability of rating transitions," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 203-227, January. [Downloadable!] (restricted)
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  10. Pederzoli, Chiara & Torricelli, Costanza, 2005. "Capital requirements and business cycle regimes: Forward-looking modelling of default probabilities," Journal of Banking & Finance, Elsevier, vol. 29(12), pages 3121-3140, December. [Downloadable!] (restricted)
  11. Pesola, Jarmo, 2001. "The role of macroeconomic shocks in banking crises," Research Discussion Papers 6/2001, Bank of Finland. [Downloadable!]
  12. J.A. Bikker & H. Hu, 2003. "Cyclical Patterns in Profits, Provisioning and Lending of Banks," DNB Staff Reports (discontinued) 86, Netherlands Central Bank. [Downloadable!]
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Cited by:
(explanations, 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. Jonas Dovern & Carsten-Patrick Meier & Johannes Vilsmeier, 2008. "How Resilient is the German Banking System to Macroeconomic Shocks?," Kiel Working Papers 1419, Kiel Institute for the World Economy. [Downloadable!]
  2. Francesco Lippi & Alessandro Secchi, 2008. "Technological change and the demand for currency: An analysis with household data," Temi di discussione (Economic working papers) 697, Bank of Italy, Economic Research Department. [Downloadable!]
    Other versions:
  3. Simona Castellani & Chiara Pederzoli & Costanza Torricelli, 2008. "Indebtedness, macroeconomic conditions and banks’ loan losses: evidence from Italy," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 08014, Universita di Modena e Reggio Emilia, Facoltà di Economia "Marco Biagi". [Downloadable!]
  4. Paolo Sestito & Eliana Viviano, 2008. "Reservation wages: explaining some puzzling regional patterns," Temi di discussione (Economic working papers) 696, Bank of Italy, Economic Research Department. [Downloadable!]
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