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Business Cycles around the Globe: A Regime Switching Approach

  • Sumru Altug


    (Koc University)

  • Melike Bildirici

This paper characterizes business cycle phenomena in a sample of 22 developed and developing economies using a univariate Markov regime switching approach. It examines the efficacy of this approach for detecting business cycle turning points and for identifying distinct economic regimes for each country in question. The paper also provides a comparison of the business cycle turning points implied by this study and those derived in other studies and by other methods. Our findings document the importance of heterogeneity of individual countries’ experiences. We also argue that consideration of a large and diverse group of countries provides an alternative perspective on the co-movement of aggregate economic activity worldwide.

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Paper provided by Koc University-TUSIAD Economic Research Forum in its series Koç University-TUSIAD Economic Research Forum Working Papers with number 1009.

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Length: 65 pages
Date of creation: Mar 2010
Date of revision:
Handle: RePEc:koc:wpaper:1009
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  1. Hans-Martin Krolzig, 2001. "Markov-Switching Procedures for Dating the Euro-Zone Business Cycle," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 70(3), pages 339-351.
  2. Garcia, R. & Perron, P., 1990. "An Anlysis Of The Real Interest Rate Under Regime Shifts," Papers 353, Princeton, Department of Economics - Econometric Research Program.
  3. M. Ayhan Kose & Eswar S. Prasad & Marco E. Terrones, 2003. "How Does Globalization Affect the Synchronization of Business Cycles?," American Economic Review, American Economic Association, vol. 93(2), pages 57-62, May.
  4. Sumru G Altug, 2009. "BUSINESS CYCLES:Fact, Fallacy and Fantasy," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 6934, May.
  5. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, September.
  6. Buiter, Willem H. & Corsetti, Giancarlo & Pesenti, Paolo, 1996. "Interpreting the ERM Crisis: Country-Specific and Systemic Issues," CEPR Discussion Papers 1466, C.E.P.R. Discussion Papers.
  7. Artis, Michael J & Kontolemis, Zenon G & Osborn, Denise R, 1997. "Business Cycles for G7 and European Countries," The Journal of Business, University of Chicago Press, vol. 70(2), pages 249-79, April.
  8. Mike Artis & Hans-Martin Krolzig & Juan Toro, 2004. "The European business cycle," Oxford Economic Papers, Oxford University Press, vol. 56(1), pages 1-44, January.
  9. Sumru Altug, 1986. "Time to build and aggregate fluctuations: some new evidence," Working Papers 277, Federal Reserve Bank of Minneapolis.
  10. Smith Penelope & Summers Peter M, 2009. "Regime Switches in GDP Growth and Volatility: Some International Evidence and Implications for Modeling Business Cycles," The B.E. Journal of Macroeconomics, De Gruyter, vol. 9(1), pages 1-19, September.
  11. Hamilton, James D., 1990. "Analysis of time series subject to changes in regime," Journal of Econometrics, Elsevier, vol. 45(1-2), pages 39-70.
  12. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2004. "Similarities and Convergence in G7 Cycles," CEPR Discussion Papers 4534, C.E.P.R. Discussion Papers.
  13. Diego Valderrama, 2003. "Statistical Nonlinearities in the Business Cycle," Computing in Economics and Finance 2003 219, Society for Computational Economics.
  14. Javier García-Cicco & Roberto Pancrazi & Martín Uribe, 2006. "Real Business Cycles in Emerging Countries?," NBER Working Papers 12629, National Bureau of Economic Research, Inc.
  15. Francis X. Diebold & Glenn D. Rudebusch, 1994. "Measuring Business Cycles: A Modern Perspective," NBER Working Papers 4643, National Bureau of Economic Research, Inc.
  16. repec:oxf:wpaper:060 is not listed on IDEAS
  17. Pablo Andres Neumeyer & Fabrizio Perri, 1999. "Business Cycles in Emerging Economies: the role of interest rates," Department of Economics Working Papers 014, Universidad Torcuato Di Tella.
  18. Ang, Andrew & Bekaert, Geert, 2002. "Regime Switches in Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 163-82, April.
  19. Bodman, P.M. & Crosby, M., 1998. "Phases of the Canadian Business Cycle," Department of Economics - Working Papers Series 640, The University of Melbourne.
  20. Diego Valderrama, 2002. "Statistical nonlinearities in the business cycle: a challenge for the canonical RBC model," Working Paper Series 2002-13, Federal Reserve Bank of San Francisco.
  21. Don Harding & Adrian Pagan, 2000. "Disecting the Cycle: A Methodological Investigation," Econometric Society World Congress 2000 Contributed Papers 1164, Econometric Society.
  22. Moolman, Elna, 2004. "A Markov switching regime model of the South African business cycle," Economic Modelling, Elsevier, vol. 21(4), pages 631-646, July.
  23. Cristina Arellano & Enrique G. Mendoza, 2002. "Credit Frictions and "Sudden Stop" in Small Open Economies: An Equilibrium Business Cycle Framework for Emerging Markets Crises," IDB Publications (Working Papers) 6499, Inter-American Development Bank.
  24. Domenico Giannone & Michele Lenza, 2009. "Business cycles in the euro area," Research Bulletin, European Central Bank, vol. 8, pages 5-7.
  25. Ayhan Kose & Eswar S Prasad & Christopher Otrok, 2008. "Global Business Cycles; Convergence or Decoupling?," IMF Working Papers 08/143, International Monetary Fund.
  26. Krolzig, H.-M. & Toro, J., 1999. "A New Approach to the Analysis of Shocks and the Cycle in a Model of Output and Employment," Economics Working Papers eco99/30, European University Institute.
  27. Aiolfi, Marco & Catão, Luis A. V. & Timmermann, Allan G, 2010. "Common Factors in Latin America’s Business Cycles," CEPR Discussion Papers 7671, C.E.P.R. Discussion Papers.
  28. Robin L. Lumsdaine & Eswar S. Prasad, 2003. "Identifying the Common Component of International Economic Fluctuations: A New Approach," Economic Journal, Royal Economic Society, vol. 113(484), pages 101-127, January.
  29. Michael Artis & Massimiliano Marcellino & Tommaso Proietti, 2003. "Dating the Euro Area Business Cycle," Working Papers 237, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  30. Marcelle Chauvet & Jeremy M. Piger, 2002. "Identifying business cycle turning points in real time," FRB Atlanta Working Paper 2002-27, Federal Reserve Bank of Atlanta.
  31. Altug, Sumru & Filiztekin, Alpay & Pamuk, Şevket, 2008. "Sources of long-term economic growth for Turkey, 1880–2005," European Review of Economic History, Cambridge University Press, vol. 12(03), pages 393-430, December.
  32. Reinhart, Carmen & Kaminsky, Graciela, 1998. "On crises, contagion, and confusion," MPRA Paper 13709, University Library of Munich, Germany.
  33. Harding, Don & Pagan, Adrian, 2003. "A comparison of two business cycle dating methods," Journal of Economic Dynamics and Control, Elsevier, vol. 27(9), pages 1681-1690, July.
  34. Boldin Michael D., 1996. "A Check on the Robustness of Hamilton's Markov Switching Model Approach to the Economic Analysis of the Business Cycle," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 1(1), pages 1-14, April.
  35. Kapetanios, G., 1999. "Model Selection in Threshold Models," Cambridge Working Papers in Economics 9906, Faculty of Economics, University of Cambridge.
  36. Canova, Fabio & Ciccarelli, Matteo & Ortega, Eva, 2012. "Do institutional changes affect business cycles? Evidence from Europe," Journal of Economic Dynamics and Control, Elsevier, vol. 36(10), pages 1520-1533.
  37. Boschi, Melisso, 2004. "International Financial Contagion: Evidence from the Argentine Crisis of 2001-2002," MPRA Paper 28546, University Library of Munich, Germany.
  38. Fabio Canova, 2005. "The transmission of US shocks to Latin America," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(2), pages 229-251.
  39. Krolzig, Hans-Martin, 2001. "Business cycle measurement in the presence of structural change: international evidence," International Journal of Forecasting, Elsevier, vol. 17(3), pages 349-368.
  40. Rand, John & Tarp, Finn, 2002. "Business Cycles in Developing Countries: Are They Different?," World Development, Elsevier, vol. 30(12), pages 2071-2088, December.
  41. James H. Stock & Mark W. Watson, 2003. "Understanding Changes in International Business Cycle Dynamics," NBER Working Papers 9859, National Bureau of Economic Research, Inc.
  42. Mark Aguiar & Gita Gopinath, 2004. "Emerging Market Business Cycles: The Cycle is the Trend," NBER Working Papers 10734, National Bureau of Economic Research, Inc.
  43. Hamilton, James D. & Susmel, Raul, 1994. "Autoregressive conditional heteroskedasticity and changes in regime," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 307-333.
  44. Garcia, Rene, 1998. "Asymptotic Null Distribution of the Likelihood Ratio Test in Markov Switching Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 763-88, August.
  45. Ivanov Ventzislav & Kilian Lutz, 2005. "A Practitioner's Guide to Lag Order Selection For VAR Impulse Response Analysis," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(1), pages 1-36, March.
  46. Thomas J. Sargent & Christopher A. Sims, 1977. "Business cycle modeling without pretending to have too much a priori economic theory," Working Papers 55, Federal Reserve Bank of Minneapolis.
  47. Robert Breunig & Serinah Najarian & Adrian Pagan, 2003. "Specification Testing of Markov Switching Models," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(s1), pages 703-725, December.
  48. Huseyin Tastan & Nuri Yildirim, 2008. "Business cycle asymmetries in Turkey: an application of Markov-switching autoregressions," International Economic Journal, Taylor & Francis Journals, vol. 22(3), pages 315-333.
  49. Chauvet, Marcelle, 1998. "An Econometric Characterization of Business Cycle Dynamics with Factor Structure and Regime Switching," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 969-96, November.
  50. Adrian Pagan & Don Harding, 2005. "A suggested framework for classifying the modes of cycle research," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(2), pages 151-159.
  51. Eric Girardin, 2005. "Growth-cycle features of East Asian countries: are they similar?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 10(2), pages 143-156.
  52. Yilmaz, K. & Altug, S., 1998. "Asset Returns, Inflation and Real Activity: The Case of Mexico and Turkey," Papers 1998/03, Koc University.
  53. Taylor, Andrew & Shepherd, David & Duncan, Stephen, 2005. "The structure of the Australian growth process: A Bayesian model selection view of Markov switching," Economic Modelling, Elsevier, vol. 22(4), pages 628-645, July.
  54. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
  55. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
  56. Altug, Sumru & Ashley, Richard A. & Patterson, Douglas M., 1999. "Are Technology Shocks Nonlinear?," Macroeconomic Dynamics, Cambridge University Press, vol. 3(04), pages 506-533, December.
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