IDEAS home Printed from
MyIDEAS: Login to save this paper or follow this series

Identifying multiple regimes in the model of credit to households

This research proposes a new method to identify the differing states of the market with respect to lending to households. We use an econometric multi-regime regression model where each regime is associated with a different economic state of the credit market (i.e. a normal regime or a boom regime). The credit market alternates between regimes when some specific variable increases above or falls below the estimated threshold level. A new method for estimating multi-regime threshold regression models for dynamic panel data is also demonstrated.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL:
Download Restriction: no

Paper provided by National Bank of Poland, Economic Institute in its series National Bank of Poland Working Papers with number 99.

in new window

Length: 28
Date of creation: 2011
Date of revision:
Handle: RePEc:nbp:nbpmis:99
Contact details of provider: Postal: 00-919 Warszawa ul. Świętokrzyska 11/21
Phone: (0-22) 653 10 00
Fax: (0-22) 620 85 18
Web page:

More information through EDIRC

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.:

as in new window
  1. Jushan Bai & Chihwa Kao & Serena Ng, 2007. "Panel Cointegration with Global Stochastic Trends," Center for Policy Research Working Papers 90, Center for Policy Research, Maxwell School, Syracuse University.
  2. Guido Lorenzoni, 2008. "Inefficient Credit Booms," Review of Economic Studies, Oxford University Press, vol. 75(3), pages 809-833.
  3. Chrystal, K Alec & Mizen, Paul, 2005. "A Dynamic Model of Money, Credit, and Consumption: A Joint Model for the UK Household Sector," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(1), pages 119-43, February.
  4. Pierre-Olivier Gourinchas & Rodrigo Valdes & Oscar Landerretche, 2001. "Lending Booms: Latin America and the World," NBER Working Papers 8249, National Bureau of Economic Research, Inc.
  5. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(05), pages 813-843, October.
  6. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2009. "Inflation and Growth: New Evidence From a Dynamic Panel Threshold Analysis," SFB 649 Discussion Papers SFB649DP2009-036, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
  7. Everaert, Gerdie & Pozzi, Lorenzo, 2007. "Bootstrap-based bias correction for dynamic panels," Journal of Economic Dynamics and Control, Elsevier, vol. 31(4), pages 1160-1184, April.
  8. Reinhart, Carmen & Kaminsky, Graciela, 2000. "Las crisis gemelas: las causas de los problemas bancarios y de balanza de pagos
    [The twin crises: Te causes of banking and balance of payments problems]
    ," MPRA Paper 13842, University Library of Munich, Germany.
  9. Aaron Tornell & Frank Westermann, 2002. "Boom-Bust Cycles in Middle Income Countries: Facts and Explanation," CESifo Working Paper Series 755, CESifo Group Munich.
  10. Rob Alessie & Stefan Hochguertel & Guglielmo Weber, 2005. "Consumer Credit: Evidence From Italian Micro Data," Journal of the European Economic Association, MIT Press, vol. 3(1), pages 144-178, 03.
  11. Cottarelli, Carlo & Dell'Ariccia, Giovanni & Vladkova-Hollar, Ivanna, 2005. "Early birds, late risers, and sleeping beauties: Bank credit growth to the private sector in Central and Eastern Europe and in the Balkans," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 83-104, January.
  12. Bruce E. Hansen, 1997. "Threshold effects in non-dynamic panels: Estimation, testing and inference," Boston College Working Papers in Economics 365, Boston College Department of Economics.
  13. Rubaszek, Michał & Serwa, Dobromil, 2012. "Determinants of credit to households in a life-cycle model," Working Paper Series 1420, European Central Bank.
  14. Roy, Saktinil & Kemme, David M., 2012. "Causes of banking crises: Deregulation, credit booms and asset bubbles, then and now," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 270-294.
  15. Peter Backé & Balázs Égert, 2006. "Credit Growth in Central and Eastern Europe: New (Over)Shooting Stars?," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 1, pages 112-139.
  16. Enrique G. Mendoza & Marco E. Terrones, 2014. "An Anatomy of Credit Booms and their Demise," Central Banking, Analysis, and Economic Policies Book Series, in: Miguel Fuentes D. & Claudio E. Raddatz & Carmen M. Reinhart (ed.), Capital Mobility and Monetary Policy, edition 1, volume 18, chapter 6, pages 165-204 Central Bank of Chile.
  17. Marco Terrones & Enrique G. Mendoza, 2008. "An Anatomy of Credit Booms: Evidence From Macro Aggregates and Micro Data," IMF Working Papers 08/226, International Monetary Fund.
  18. Matteo Iacoviello, 2005. "Household Debt and Income Inequality, 1963-2003," Boston College Working Papers in Economics 629, Boston College Department of Economics, revised 18 Oct 2007.
  19. Nathan S. Balke, 2000. "Credit and Economic Activity: Credit Regimes and Nonlinear Propagation of Shocks," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 344-349, May.
  20. Hume, Michael & Sentance, Andrew, 2009. "The global credit boom: challenges for macroeconomics and policy," Discussion Papers 27, Monetary Policy Committee Unit, Bank of England.
  21. Adam Gersl & Jakub Seidler, 2011. "Excessive Credit Growth as an Indicator of Financial (In)Stability and its Use in Macroprudential Policy," Occasional Publications - Chapters in Edited Volumes, in: CNB Financial Stability Report 2010/2011, chapter 0, pages 112-122 Czech National Bank, Research Department.
  22. Coricelli, Fabrizio & Mucci, Fabio & Revoltella, Debora, 2006. "Household Credit in the New Europe: Lending Boom or Sustainable Growth?," CEPR Discussion Papers 5520, C.E.P.R. Discussion Papers.
  23. G. B. Gorton & Ping He, 2008. "Bank Credit Cycles," Review of Economic Studies, Oxford University Press, vol. 75(4), pages 1181-1214.
  24. Fabian Valencia & Luc Laeven, 2008. "Systemic Banking Crises: A New Database," IMF Working Papers 08/224, International Monetary Fund.
  25. Blinder, Alan S, 1987. "Credit Rationing and Effective Supply Failures," Economic Journal, Royal Economic Society, vol. 97(386), pages 327-52, June.
  26. Charles Grant, 2007. "Estimating credit constraints among US households," Oxford Economic Papers, Oxford University Press, vol. 59(4), pages 583-605, October.
  27. Bick, Alexander, 2010. "Threshold effects of inflation on economic growth in developing countries," Economics Letters, Elsevier, vol. 108(2), pages 126-129, August.
  28. Backé, Peter & Wójcik, Cezary, 2008. "Credit booms, monetary integration and the new neoclassical synthesis," Journal of Banking & Finance, Elsevier, vol. 32(3), pages 458-470, March.
  29. Virginie Coudert & Cyril Pouvelle, 2009. "Assessing the Sustainability of Credit Growth: the Case of Central and Eastern European Countries," Working Papers 2009-33, CEPII research center.
  30. Azariadis, Costas & Smith, Bruce, 1998. "Financial Intermediation and Regime Switching in Business Cycles," American Economic Review, American Economic Association, vol. 88(3), pages 516-36, June.
  31. Perraudin, William R M & Sorensen, Bent E, 1992. "The Credit-Constrained Consumer: An Empirical Study of Demand and Supply in the Loan Market," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(2), pages 179-92, April.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:nbp:nbpmis:99. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ewa Szymecka)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.