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Estimation and out-of-sample Prediction of Sudden Stops: Do Regions of Emerging Markets Behave Differently from Each Other?

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  • Mr. Fabio Comelli

Abstract

We identify episodes of sudden stops in emerging economies and estimate the probability to observe them. Sudden stops are more likely when global growth falters, risk aversion in financial markets rises, and vulnerabilities in the external and financial sectors increase. However, the significance of the explanatory variables vary across regions. In Latin America and Eastern Europe, gross capital inflows are more responsive to changes in global growth than in Asia. Trade linkages tend to be more important than financial linkages in Eastern Europe, while in Asia and Latin America the opposite is true. The model captures only a third of sudden stops outside the estimation sample, but issues reliable sudden stop signals.

Suggested Citation

  • Mr. Fabio Comelli, 2015. "Estimation and out-of-sample Prediction of Sudden Stops: Do Regions of Emerging Markets Behave Differently from Each Other?," IMF Working Papers 2015/138, International Monetary Fund.
  • Handle: RePEc:imf:imfwpa:2015/138
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    1. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1996. "Inflows of Capital to Developing Countries in the 1990s," Journal of Economic Perspectives, American Economic Association, vol. 10(2), pages 123-139, Spring.
    2. Guillermo A. Calvo & Alejandro Izquierdo & Ernesto Talvi, 2006. "Sudden Stops and Phoenix Miracles in Emerging Markets," American Economic Review, American Economic Association, vol. 96(2), pages 405-410, May.
    3. Chuhan, Punam & Claessens, Stijn & Mamingi, Nlandu, 1998. "Equity and bond flows to Latin America and Asia: the role of global and country factors," Journal of Development Economics, Elsevier, vol. 55(2), pages 439-463, April.
    4. Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998. "Leading Indicators of Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
    5. Molina, Danielken & Roa, Monica, 2014. "The Effect of Credit on the Export Performance of Colombian Exporters," MPRA Paper 56137, University Library of Munich, Germany.
    6. Carmen M. Reinhart & Vincent R. Reinhart, 2009. "Capital Flow Bonanzas: An Encompassing View of the Past and Present," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 5(1), pages 9-62.
    7. Durdu, Ceyhun Bora & Mendoza, Enrique G. & Terrones, Marco E., 2009. "Precautionary demand for foreign assets in Sudden Stop economies: An assessment of the New Mercantilism," Journal of Development Economics, Elsevier, vol. 89(2), pages 194-209, July.
    8. Cavallo, Eduardo & Powell, Andrew & Pedemonte, Mathieu & Tavella, Pilar, 2015. "A new taxonomy of Sudden Stops: Which Sudden Stops should countries be most concerned about?," Journal of International Money and Finance, Elsevier, vol. 51(C), pages 47-70.
    9. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    10. Kevin Cowan & José De Gregorio & Alejandro Micco & Christopher Neilson, 2008. "Financial Diversification, Sudden Stops, and Sudden Starts," Central Banking, Analysis, and Economic Policies Book Series, in: Kevin Cowan & Sebastián Edwards & Rodrigo O. Valdés & Norman Loayza (Series Editor) & Klaus Schmidt- (ed.),Current Account and External Financing, edition 1, volume 12, chapter 5, pages 159-194, Central Bank of Chile.
    11. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," Center for International and Development Economics Research (CIDER) Working Papers 233424, University of California-Berkeley, Department of Economics.
    12. Broner, Fernando A. & Gaston Gelos, R. & Reinhart, Carmen M., 2006. "When in peril, retrench: Testing the portfolio channel of contagion," Journal of International Economics, Elsevier, vol. 69(1), pages 203-230, June.
    13. 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.
    14. Peek, Joe & Rosengren, Eric S, 1997. "The International Transmission of Financial Shocks: The Case of Japan," American Economic Review, American Economic Association, vol. 87(4), pages 495-505, September.
    15. Pierre-Olivier Gourinchas & Maurice Obstfeld, 2012. "Stories of the Twentieth Century for the Twenty-First," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 226-265, January.
    16. Hur, Sewon & Kondo, Illenin O., 2016. "A theory of rollover risk, sudden stops, and foreign reserves," Journal of International Economics, Elsevier, vol. 103(C), pages 44-63.
    17. Broner, Fernando & Didier, Tatiana & Erce, Aitor & Schmukler, Sergio L., 2013. "Gross capital flows: Dynamics and crises," Journal of Monetary Economics, Elsevier, vol. 60(1), pages 113-133.
    18. Ms. Yuliya Makarova & Ms. Anna Ilyina & Mr. Christian Schmieder & Mr. Eugenio M Cerutti, 2010. "Bankers Without Borders? Implications of Ring-Fencing for European Cross-Border Banks," IMF Working Papers 2010/247, International Monetary Fund.
    19. Glick, Reuven & Rose, Andrew K., 1999. "Contagion and trade: Why are currency crises regional?," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 603-617, August.
    20. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, vol. 100(5), pages 1941-1966, December.
    21. Luis-Fernando Mejía & Guillermo A. Calvo & Alejandro Izquierdo, 2004. "On the empirics of Sudden Stops: the relevance of balance-sheet effects," Proceedings, Federal Reserve Bank of San Francisco, issue Jun.
    22. Rudger Dornbusch & Ilan Goldfajn & Rodrigo O. Valdés, 1995. "Currency Crises and Collapses," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(2), pages 219-294.
    23. Tilak Abeysinghe & Kristin Forbes, 2005. "Trade Linkages and Output‐Multiplier Effects: a Structural VAR Approach with a Focus on Asia," Review of International Economics, Wiley Blackwell, vol. 13(2), pages 356-375, May.
    24. Forbes, Kristin J. & Warnock, Francis E., 2012. "Capital flow waves: Surges, stops, flight, and retrenchment," Journal of International Economics, Elsevier, vol. 88(2), pages 235-251.
    25. Christopher F Baum, 2006. "An Introduction to Modern Econometrics using Stata," Stata Press books, StataCorp LP, number imeus, March.
    26. Gian-Maria Milesi-Ferretti & Cédric Tille, 2011. "The great retrenchment: international capital flows during the global financial crisis [‘The great trade collapse: what caused it and what does it mean?’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 289-346.
    27. Paolo Mauro, 2007. "Do Some Forms of Financial Flows Help Protect Against "Sudden Stops"?," The World Bank Economic Review, World Bank, vol. 21(3), pages 389-411, September.
    28. Guillermo A. Calvo, 1998. "CAPITAL FLOWS AND CAPITAL-MARKET CRISES: The Simple Economics of Sudden Stops," Journal of Applied Economics, Taylor & Francis Journals, vol. 1(1), pages 35-54, November.
    29. 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.
    30. Magud, Nicolas E. & Vesperoni, Esteban R., 2015. "Exchange rate flexibility and credit during capital inflow reversals: Purgatory … not paradise," Journal of International Money and Finance, Elsevier, vol. 55(C), pages 88-110.
    31. Fernandez-Arias, Eduardo, 1996. "The new wave of private capital inflows: Push or pull?," Journal of Development Economics, Elsevier, vol. 48(2), pages 389-418, March.
    32. Kristin J. Forbes, 2002. "Are Trade Linkages Important Determinants of Country Vulnerability to Crises?," NBER Chapters, in: Preventing Currency Crises in Emerging Markets, pages 77-132, National Bureau of Economic Research, Inc.
    33. Cavallo, Eduardo & Powell, Andrew & Pedemonte, Mathieu & Tavella, Pilar, 2015. "A new taxonomy of Sudden Stops: Which Sudden Stops should countries be most concerned about?," Journal of International Money and Finance, Elsevier, vol. 51(C), pages 47-70.
    34. Van Rijckeghem, Caroline & Weder, Beatrice, 2001. "Sources of contagion: is it finance or trade?," Journal of International Economics, Elsevier, vol. 54(2), pages 293-308, August.
    35. Kevin Cowan L. & José De Gregorio R. & Alejandro Micco A. & Christopher Neilson M., 2007. "Financial Diversification and Sudden Stops," Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 10(3), pages 45-65, December.
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    4. Maximiliano Dvorkin & Juan M. Sánchez & Horacio Sapriza & Emircan Yurdagul, 2021. "Sovereign Debt Restructurings," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(2), pages 26-77, April.
    5. Umberto Collodel, 2021. "Finding a needle in a haystack: Do Early Warning Systems for Sudden Stops work?," Working Papers halshs-03185520, HAL.
    6. Umberto Collodel, 2021. "Finding a needle in a haystack: Do Early Warning Systems for Sudden Stops work?," PSE Working Papers halshs-03185520, HAL.
    7. Dvorkin, Maximiliano & Sánchez, Juan M. & Sapriza, Horacio & Yurdagul, Emircan, 2020. "News, sovereign debt maturity, and default risk," Journal of International Economics, Elsevier, vol. 126(C).
    8. Sánchez, Juan M. & Sapriza, Horacio & Yurdagul, Emircan, 2018. "Sovereign default and maturity choice," Journal of Monetary Economics, Elsevier, vol. 95(C), pages 72-85.
    9. Kai Tim Wong, Douglas & Wong, Anson, 2021. "Do the uncertainty-induced capital outflows matter in currency crisis? Evidence from the Hong Kong speculative attacks," Finance Research Letters, Elsevier, vol. 39(C).

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