This file is part of IDEAS, which uses RePEc data


[ Papers | Articles | Software | Books | Chapters | Authors | Institutions | JEL Classification | NEP reports | Search | New papers by email | Author registration | Rankings | Volunteers | FAQ | Blog | Help! ]

Forecasting Financial Crises and Contagion in Asia using Dynamic Factor Analysis

Author info | Abstract | Publisher info | Download info | Related research | Statistics
Author Info
Andrea Cipollini ()
George Kapetanios ()

Additional information is available for the following registered author(s):

Abstract

In this paper we use principal components analysis to obtain vulnerability indicators able to predict financial turmoil. Probit modelling through principal components and also stochastic simulation of a Dynamic Factor model are used to produce the corresponding probability forecasts regarding the currency crisis events a®ecting a number of East Asian countries during the 1997-1998 period. The principal components model improves upon a number of competing models, in terms of out-of-sample forecasting performance.

Download Info
To download:

If you experience problems downloading a file, check if you have the proper application to view it first. Information about this may be contained in the File-Format links below. 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: http://www.recent.unimore.it/wp/RECent-wp14.pdf
File Format: application/pdf
File Function:
Download Restriction: no

Publisher Info
Paper provided by University of Modena and Reggio E., Dept. of Economics in its series Center for Economic Research (RECent) with number 014.

Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Length: pages 21
Date of creation: Mar 2008
Date of revision:
Handle: RePEc:mod:recent:014

Contact details of provider:
Web page: http://www.recent.unimore.it/
More information through EDIRC

For technical questions regarding this item, or to correct its listing, contact: ().

Related research
Keywords: Financial Contagion; Dynamic Factor Model;

Other versions of this item:

Find related papers by JEL classification:
C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions
C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
F34 - International Economics - - International Finance - - - International Lending and Debt Problems

This paper has been announced in the following NEP Reports:

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. Jan P.A.M. Jacobs & Gerard H. Kuper & Lestano, 2004. "Currency crises in Asia: A multivariate logit approach," International Finance 0409005, EconWPA. [Downloadable!]
    Other versions:
  2. Barry Eichengreen & Andrew K. Rose & Charles Wyplosz, 1996. "Contagious Currency Crises," NBER Working Papers 5681, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  3. Girton, Lance & Roper, Don, 1977. "A Monetary Model of Exchange Market Pressure Applied to the Postwar Canadian Experience," American Economic Review, American Economic Association, vol. 67(4), pages 537-48, September. [Downloadable!] (restricted)
  4. Van Rijckeghem, Caroline & Weder, Beatrice, 2003. "Spillovers through banking centers: a panel data analysis of bank flows," Journal of International Money and Finance, Elsevier, vol. 22(4), pages 483-509, August. [Downloadable!] (restricted)
  5. Mody, Ashoka & Taylor, Mark P, 2003. "Common Vulnerabilities," CEPR Discussion Papers 3759, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
  6. Kaminsky, Graciela & Lizondo, Saul & Reinhart, Carmen M., 1997. "Leading indicators of currency crises," Policy Research Working Paper Series 1852, The World Bank. [Downloadable!]
    Other versions:
  7. Eduardo Borensztein & Catherine A. Pattillo & Andrew Berg, 2004. "Assessing Early Warning Systems: How Have They Worked in Practice?," IMF Working Papers 04/52, International Monetary Fund. [Downloadable!]
  8. Atsushi Inoue & Barbara Rossi, 2008. "Monitoring and Forecasting Currency Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(2-3), pages 523-534, 03. [Downloadable!] (restricted)
    Other versions:
  9. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "Currency crashes in emerging markets: An empirical treatment," Journal of International Economics, Elsevier, vol. 41(3-4), pages 351-366, November. [Downloadable!] (restricted)
    Other versions:
  10. Laura E. Kodres & Matthew Pritsker, 1998. "A rational expectations model of financial contagion," Finance and Economics Discussion Series 1998-48, Board of Governors of the Federal Reserve System (U.S.). [Downloadable!]
  11. Roberto Chang & Andres Velasco, 1999. "Liquidity crises in emerging markets: Theory and policy," Working Paper 99-15, Federal Reserve Bank of Atlanta. [Downloadable!]
    Other versions:
  12. Eduardo Borensztein & Gian Maria Milesi-Ferretti & Catherine A. Pattillo & Andrew Berg, 2000. "Anticipating Balance of Payments Crises--The Role of Early Warning Systems," IMF Occasional Papers 186, International Monetary Fund.
  13. Reinhart, Carmen & Kaminsky, Graciela, 2001. "Bank Lending and Contagion: Evidence from the Asian Crisis," MPRA Paper 7580, University Library of Munich, Germany. [Downloadable!]
    Other versions:
  14. Berg, Andrew & Pattillo, Catherine, 1999. "Predicting currency crises:: The indicators approach and an alternative," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 561-586, August. [Downloadable!] (restricted)
  15. Reinhart, Carmen & Goldstein, Morris & Kaminsky, Graciela, 2000. "Assessing financial vulnerability, an early warning system for emerging markets: Introduction," MPRA Paper 13629, University Library of Munich, Germany. [Downloadable!]
  16. Mario Forni & Marc Hallin & Marco Lippi & Lucrezia Reichlin, 2000. "The Generalized Dynamic-Factor Model: Identification And Estimation," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 540-554, November. [Downloadable!] (restricted)
    Other versions:
  17. Forni, Mario & Lippi, Marco & Reichlin, Lucrezia, 2003. "Opening the Black Box: Structural Factor Models versus Structural VARs," CEPR Discussion Papers 4133, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
  18. Calvo, Guillermo A. & Mendoza, Enrique G., 2000. "Rational contagion and the globalization of securities markets," Journal of International Economics, Elsevier, vol. 51(1), pages 79-113, June. [Downloadable!] (restricted)
    Other versions:
  19. Evan Tanner, 2002. "Exchange Market Pressure, Currency Crises, and Monetary Policy: Additional Evidence from Emerging Markets," IMF Working Papers 02/14, International Monetary Fund.
  20. Calvo, Sara & Reinhart, Carmen, 1996. "Capital flows to Latin America : Is there evidence of contagion effects?," Policy Research Working Paper Series 1619, The World Bank. [Downloadable!]
    Other versions:
  21. Marcelle Chauvet & Fang Dong, 2004. "Leading indicators of country risk and currency crises: the Asian experience," Economic Review, Federal Reserve Bank of Atlanta, issue Q 1, pages 25 - 37. [Downloadable!]
  22. George Kapetanios & Massimiliano Marcellino, 2003. "A Comparison of Estimation Methods for Dynamic Factor Models of Large Dimensions," Working Papers 489, Queen Mary, University of London, Department of Economics. [Downloadable!]
  23. Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-62, April.
  24. Jushan Bai, 2003. "Inferential Theory for Factor Models of Large Dimensions," Econometrica, Econometric Society, vol. 71(1), pages 135-171, January. [Downloadable!] (restricted)
  25. Kaminsky, Graciela L. & Reinhart, Carmen M., 2000. "On crises, contagion, and confusion," Journal of International Economics, Elsevier, vol. 51(1), pages 145-168, June. [Downloadable!] (restricted)
    Other versions:
  26. Garry J. Schinasi & T. Todd Smith, 1999. "Portfolio Diversification, Leverage, and Financial Contagion," IMF Working Papers 99/136, International Monetary Fund.
  27. Massimo Sbracia & Andrea Zaghini, 2001. "The Role of the Banking System in the International Transmission of Shocks," Temi di discussione (Economic working papers) 409, Bank of Italy, Economic Research Department. [Downloadable!]
    Other versions:
Full references

Statistics
Access and download statistics

Did you know? You too can volunteer for RePEc, for example by encouraging others to use our services.

This page was last updated on 2009-11-6.

This information is provided to you by IDEAS at the Department of Economics, College of Liberal Arts and Sciences, University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics.