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A Comparison of Threshold Cointegration and Markov-Switching Vector Error Correction Models in Price Transmission Analysis

  • Ihle, Rico
  • von Cramon-Taubadel, Stephan

We compare two regime-dependent econometric models for price transmission analysis, namely the threshold vector error correction model and Markov-switching vector error correction model. We first provide a detailed characterization of each of the models which is followed by a comprehensive comparison. We find that the assumptions regarding the nature of their regime-switching mechanisms are fundamentally different so that each model is suitable for a certain type of nonlinear price transmission. Furthermore, we conduct a Monte Carlo experiment in order to study the performance of the estimation techniques of both models for simulated data. We find that both models are adequate for studying price transmission since their characteristics match the underlying economic theory and allow hence for an easy interpretation. Nevertheless, the results of the corresponding estimation techniques do not reproduce the true parameters and are not robust against nuisance parameters. The comparison is supplemented by a review of empirical studies in price transmission analysis in which mostly the threshold vector error correction model is applied.

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Paper provided by NCCC-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management in its series 2008 Conference, April 21-22, 2008, St. Louis, Missouri with number 37603.

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Date of creation: 2008
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Handle: RePEc:ags:nccest:37603
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  1. Michael P. Clements & Hans-Martin Krolzig, 1998. "A comparison of the forecast performance of Markov-switching and threshold autoregressive models of US GNP," Econometrics Journal, Royal Economic Society, vol. 1(Conferenc), pages C47-C75.
  2. Howitt, Peter & McAfee, R Preston, 1992. "Animal Spirits," American Economic Review, American Economic Association, vol. 82(3), pages 493-507, June.
  3. Christopher B. Barrett, 1996. "Market Analysis Methods: Are Our Enriched Toolkits Well Suited to Enlivened Markets?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(3), pages 825-829.
  4. Peter S. Sephton, 2003. "Spatial Market Arbitrage and Threshold Cointegration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 1041-1046.
  5. Teresa Serra & Barry Goodwin, 2003. "Price transmission and asymmetric adjustment in the Spanish dairy sector," Applied Economics, Taylor & Francis Journals, vol. 35(18), pages 1889-1899.
  6. Krolzig, Hans-Martin & Marcellino, Massimiliano & Mizon, Grayham E., 2000. "A Markov-switching vector equilibrium correction model of the UK labour market," Discussion Paper Series In Economics And Econometrics 0105, Economics Division, School of Social Sciences, University of Southampton.
  7. Siklos, P.L. & Granger, C.W.J., 1997. "Regime Sensitive Cointegration with an Application to Interest rate Parity," Working Papers 97-5, Wilfrid Laurier University, Department of Economics.
  8. Teresa Serra & Barry K. Goodwin & José M. Gil & Anthony Mancuso, 2006. "Non-parametric Modelling of Spatial Price Relationships," Journal of Agricultural Economics, Wiley Blackwell, vol. 57(3), pages 501-522.
  9. Hans-Martin Krolzig, 1999. "Statistical Analysis of Cointegrated VAR Processes with Markovian Regime Shifts," Computing in Economics and Finance 1999 1113, Society for Computational Economics.
  10. Serra, Teresa & Goodwin, Barry K., 2002. "Specification Selection Issues In Multivariate Threshold And Switching Models," 2002 Annual meeting, July 28-31, Long Beach, CA 19843, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  11. Van Campenhout, Bjorn, 2007. "Modelling trends in food market integration: Method and an application to Tanzanian maize markets," Food Policy, Elsevier, vol. 32(1), pages 112-127, February.
  12. Hamilton, James D., 1996. "Specification testing in Markov-switching time-series models," Journal of Econometrics, Elsevier, vol. 70(1), pages 127-157, January.
  13. Moschini, GianCarlo & Meilke, Karl D., 1989. "Modeling the Pattern of Structural Change in U.S. Meat Demand," Staff General Research Papers 11266, Iowa State University, Department of Economics.
  14. Zacharias Psaradakis & Martin Sola & Fabio Spagnolo, 2004. "On Markov error-correction models, with an application to stock prices and dividends," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(1), pages 69-88.
  15. Bai, Jushan, 1997. "Estimating Multiple Breaks One at a Time," Econometric Theory, Cambridge University Press, vol. 13(03), pages 315-352, June.
  16. Carsten TRENKLER & Nikolaus WOLF, 2003. "Economic Integration in Interwar Poland - A Threshold Cointegration Analysis of the Law of One Price for Poland (1924-1937)," Economics Working Papers ECO2003/05, European University Institute.
  17. M. Ben-Kaabia & José M. Gil, 2007. "Asymmetric price transmission in the Spanish lamb sector," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 34(1), pages 53-80, March.
  18. Trenkler, Carsten & Wolf, Nikolaus, 2004. "Economic integration across borders : the Polish interwar economy 1921-1937," Papers 2004,38, Humboldt-Universität Berlin, Center for Applied Statistics and Economics (CASE).
  19. Federico, Giovanni, 2007. "Market integration and market efficiency: The case of 19th century Italy," Explorations in Economic History, Elsevier, vol. 44(2), pages 293-316, April.
  20. Goodwin, Barry K. & Piggott, Nicholas E., 1999. "Spatial Market Integration In The Presence Of Threshold Effects," 1999 Annual meeting, August 8-11, Nashville, TN 21489, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  21. Cass, David & Shell, Karl, 1983. "Do Sunspots Matter?," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 193-227, April.
  22. Jacks, David S., 2005. "Intra- and international commodity market integration in the Atlantic economy, 1800-1913," Explorations in Economic History, Elsevier, vol. 42(3), pages 381-413, July.
  23. Julia K. Thomas, 1998. "Do Sunspots Produce Business Cycles?," GSIA Working Papers 1999-E10, Carnegie Mellon University, Tepper School of Business.
  24. Ben Kaabia, Monia & Gil, Jose Maria & Boshnjaku, L., 2002. "Price Transmission Asymmetries in the Spanish Lamb Sector," 2002 International Congress, August 28-31, 2002, Zaragoza, Spain 24908, European Association of Agricultural Economists.
  25. Bakucs, Lajos Zoltan & Ferto, Imre, 2007. "Spatial Integration On The Hungarian Milk Market," 104th Seminar, September 5-8, 2007, Budapest, Hungary 7832, European Association of Agricultural Economists.
  26. Maurice Obstfeld and Alan M. Taylor., 1997. "Nonlinear Aspects of Goods-Market Arbitrage and Adjustment: Heckscher's Commodity Points Revisited," Center for International and Development Economics Research (CIDER) Working Papers C97-088, University of California at Berkeley.
  27. Teresa Serra & José M. Gil & Barry K. Goodwin, 2006. "Local polynomial fitting and spatial price relationships: price transmission in EU pork markets," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 33(3), pages 415-436, September.
  28. McNew, Kevin & Fackler, Paul L., 1997. "Testing Market Equilibrium: Is Cointegration Informative?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 22(02), December.
  29. Nathan S. Balke & Thomas B. Fomby, 1992. "Threshold cointegration," Research Paper 9209, Federal Reserve Bank of Dallas.
    • Balke, Nathan S & Fomby, Thomas B, 1997. "Threshold Cointegration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(3), pages 627-45, August.
  30. Meyer, Jochen, 2003. "Measuring Market Integration In The Presence Of Transaction Costs - A Threshold Vector Error Correction Approach," 2003 Annual Meeting, August 16-22, 2003, Durban, South Africa 25869, International Association of Agricultural Economists.
  31. Christophe Chamley, 1999. "Coordinating Regime Switches," The Quarterly Journal of Economics, MIT Press, vol. 114(3), pages 869-905, August.
  32. Stefan Dercon & Bjorn Van Campenhout, 1999. "Dynamic Price Adjustment in Spatially Separated Food Markets with Transaction Costs," Center for Economic Studies - Discussion papers ces9909, Katholieke Universiteit Leuven, Centrum voor Economische Studiën.
  33. Hall, Stephen & Psaradakis, Zacharias & Sola, Martin, 1997. "Switching error-correction models of house prices in the United Kingdom," Economic Modelling, Elsevier, vol. 14(4), pages 517-527, October.
  34. Jacks, David S., 2006. "What drove 19th century commodity market integration?," Explorations in Economic History, Elsevier, vol. 43(3), pages 383-412, July.
  35. Krolzig, H.-M. & Toro, J., 2001. "A New Approach To The Analysis Of Business Cycle Transitions In A Model Of Output And Employment," Economics Series Working Papers 9959, University of Oxford, Department of Economics.
  36. Goldfeld, Stephen M. & Quandt, Richard E., 1973. "A Markov model for switching regressions," Journal of Econometrics, Elsevier, vol. 1(1), pages 3-15, March.
  37. Kelvin Balcombe & Alastair Bailey & Jonathan Brooks, 2007. "Threshold Effects in Price Transmission: The Case of Brazilian Wheat, Maize, and Soya Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 308-323.
  38. Kim, C-J., 1991. "Dynamic Linear Models with Markov-Switching," Papers 91-8, York (Canada) - Department of Economics.
  39. Fackler, Paul L. & Goodwin, Barry K., 2001. "Spatial price analysis," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 17, pages 971-1024 Elsevier.
  40. Camacho, Maximo, 2005. "Markov-switching stochastic trends and economic fluctuations," Journal of Economic Dynamics and Control, Elsevier, vol. 29(1-2), pages 135-158, January.
  41. Bruce Mizrach, 2006. "Nonlinear Time Series Analysis," Departmental Working Papers 200604, Rutgers University, Department of Economics.
  42. Gauri Prakash & Alan M. Taylor, 1997. "Measuring Market Integration: A Model of Arbitrage with an Econometric Application to the Gold Standard, 1879-1913," NBER Working Papers 6073, National Bureau of Economic Research, Inc.
  43. Teresa Serra & Barry K. Goodwin, 2004. "Regional Integration of Nineteenth Century U.S. Egg Markets," Journal of Agricultural Economics, Wiley Blackwell, vol. 55(1), pages 59-74.
  44. Goodwin, Barry K. & Grennes, Thomas J., 1998. "Tsarist Russia and the World Wheat Market," Explorations in Economic History, Elsevier, vol. 35(4), pages 405-430, October.
  45. Escobal, Javier, 2005. "The Role of Public Infraestructure in Market Development in Rural Peru," MPRA Paper 727, University Library of Munich, Germany.
  46. Maria Soledad Martinez Peria, 2002. "A regime-switching approach to the study of speculative attacks: A focus on EMS crises," Empirical Economics, Springer, vol. 27(2), pages 299-334.
  47. McKenzie, Andrew M. & Pede, Valerien O., 2005. "Integration In Benin Maize Market: An Application Of Threshold Cointegration Analysis," 2005 Annual meeting, July 24-27, Providence, RI 19293, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
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