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Cyclical Dynamics of Industrial Production and Employment: Markov Chain-based Estimates and Tests

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  • Sumru Altug

    ()
    (Koç University and CEPR)

  • Baris Tan

    ()
    (Koç University)

  • Gozde Gencer

    ()
    (Yapikredi Bank)

Abstract

This paper characterizes the business cycle as a recurring Markov chain for a broad set of developed and developing countries. The objective is to understand differences in cyclical phenomena across a broad range of countries based on the behavior of two key economic times series – industrial production and employment. The Markov chain approach is a parsimonious approach that allows us to examine the cyclical dynamics of different economic time series using limited judgment on the issue. Time homogeneity and time dependence tests are implemented to determine the stationarity and dependence properties of the series. Univariate processes for industrial production and employment growth are estimated individually and a composite indicator that combines information on these series is also constructed. Tests of equality of the estimated Markov chains across countries are also implemented to identify similarities and differences in the cyclical dynamics of the relevant series.

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Bibliographic Info

Paper provided by Koc University-TUSIAD Economic Research Forum in its series Koç University-TUSIAD Economic Research Forum Working Papers with number 1101.

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Length: 34 pages
Date of creation: Jan 2011
Date of revision:
Handle: RePEc:koc:wpaper:1101

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Keywords: Markov chain models; economic indicators; cross-country analysis;

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  1. De Pace, Pierangelo, 2013. "Currency Union, Free-Trade Areas, And Business Cycle Synchronization," Macroeconomic Dynamics, Cambridge University Press, vol. 17(03), pages 646-680, April.
  2. Kim, C-J & Nelson, C-R, 1997. "Friedman's Plucking Model of Business Fluctuations : Tests and Estimates of Permanent and Transitory Components," Discussion Papers in Economics at the University of Washington 97-06, Department of Economics at the University of Washington.
  3. 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.
  4. Sumru Altug & Fabio Canova, 2014. "Do Institutions and Culture Matter for Business Cycles?," Open Economies Review, Springer, vol. 25(1), pages 93-122, February.
  5. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
  6. Artis, Michael J & Krolzig, Hans-Martin & Toro, Juan, 1999. "The European Business Cycle," CEPR Discussion Papers 2242, C.E.P.R. Discussion Papers.
  7. Neftci, Salih N, 1984. "Are Economic Time Series Asymmetric over the Business Cycle?," Journal of Political Economy, University of Chicago Press, vol. 92(2), pages 307-28, April.
  8. Arulampalam, Wiji & Booth, Alison L & Taylor, Mark P, 2000. "Unemployment Persistence," Oxford Economic Papers, Oxford University Press, vol. 52(1), pages 24-50, January.
  9. Altug, Sumru G. & Emin, Mustafa & Neyapti, Bilin, 2012. "Institutions and Business Cycles," CEPR Discussion Papers 8728, C.E.P.R. Discussion Papers.
  10. Fabio Canova & Matteo Ciccarelli & Eva Ortega, 2003. "Similarities and convergence in G-7 cycles," Economics Working Papers 924, Department of Economics and Business, Universitat Pompeu Fabra, revised Aug 2004.
  11. Marianne Baxter & Michael A. Kouparitsas, 2004. "Determinants of Business Cycle Comovement: A Robust Analysis," NBER Working Papers 10725, National Bureau of Economic Research, Inc.
  12. Fabio Canova & Matteo Ciccarelli & Eva Ortega, 2009. "Do institutional changes affect business cycles? Evidence from Europe," Economics Working Papers 1158, Department of Economics and Business, Universitat Pompeu Fabra, revised Apr 2012.
  13. 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.
  14. 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.
  15. M. Ayhan Kose & Christopher M. Towe & Guy Meredith, 2004. "How Has Nafta Affected the Mexican Economy? Review and Evidence," IMF Working Papers 04/59, International Monetary Fund.
  16. Chenggang Xu, 2011. "The Fundamental Institutions of China's Reforms and Development," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 1076-1151, December.
  17. Aysit Tansel & Elif Oznur Kan, 2012. "Labor Mobility Across The Formal/Informal Divide in Turkey: Evidence From Individual Level Data," Working Papers 2012/1, Turkish Economic Association.
  18. James H. Stock & Mark W. Watson, 2005. "Understanding Changes In International Business Cycle Dynamics," Journal of the European Economic Association, MIT Press, vol. 3(5), pages 968-1006, 09.
  19. Jordi Gali, 1999. "Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations?," American Economic Review, American Economic Association, vol. 89(1), pages 249-271, March.
  20. Lin, Justin Yifu, 2011. "From flying Geese to leading Dragons : new opportunities and strategies for structural transformation in developing countries," Policy Research Working Paper Series 5702, The World Bank.
  21. Olivier J. Blanchard & Lawrence H. Summers, 1986. "Hysteresis and the European Unemployment Problem," Working papers 427, Massachusetts Institute of Technology (MIT), Department of Economics.
  22. Filardo, Andrew J, 1994. "Business-Cycle Phases and Their Transitional Dynamics," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 299-308, July.
  23. Duncan Hodge, 2009. "Growth, Employment And Unemployment In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 77(4), pages 488-504, December.
  24. Tan, B. & Yilmaz, K., 1999. "Markov Chain Test for Time Dependence and Homogeneity: An Analytical and Empirical Evaluation," Papers 99/03, Koc University.
  25. Duncan Hodge, 2009. "Growth, Employment and Unemployment in South Africa," Working Papers 119, Economic Research Southern Africa.
  26. 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.
  27. Blanchard, Olivier & Jimeno, Juan F, 1995. "Structural Unemployment: Spain versus Portugal," American Economic Review, American Economic Association, vol. 85(2), pages 212-18, May.
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