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Measuring Regional Market Integration by Dynamic Factor Error Correction Model (DF-ECM) Approach: The Case of Developing Asia

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  • Duo Qin
  • Marie Anne Cagas
  • Geoffrey Ducanes
  • Nedelyn Magtibay-Ramos
  • Pilipinas Quising

Abstract

This paper examines empirically the dynamic process of regional market integration for twelve individual Asian economies by a new modeling approach, which combines DF with ECM. This new approach enables us to obtain latent regional dynamic factors, which correspond well with the 'foreign' parity variables in theory when market is imperfectly integrated and which act, in explaining domestic short-run price adjustments, as leading-indicators in an error-correction form. The power of the DF-ECM approach is illustrated in its application to measuring market integration in the developing Asian region using monthly data of the past decade.
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  • Duo Qin & Marie Anne Cagas & Geoffrey Ducanes & Nedelyn Magtibay-Ramos & Pilipinas Quising, 2007. "Measuring Regional Market Integration by Dynamic Factor Error Correction Model (DF-ECM) Approach: The Case of Developing Asia," EcoMod2007 23900071, EcoMod.
    • Handle: RePEc:ekd:000239:23900071
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    1. Jean Imbs & Haroon Mumtaz & Morten O. Ravn & Hélène Rey, 2005. "PPP Strikes Back: Aggregation And the Real Exchange Rate," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 1-43.
    2. Gonzalo Camba-Mendez & George Kapetanios & Richard J. Smith & Martin R. Weale, 2001. "An automatic leading indicator of economic activity: forecasting GDP growth for European countries," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 1-37.
    3. Aminian, Nathalie, 2005. "Economic integration and prospects for regional monetary cooperation in East Asia," Structural Change and Economic Dynamics, Elsevier, vol. 16(1), pages 91-110, March.
    4. Georgios Chortareas & George Kapetanios, 2013. "How Puzzling Is The Ppp Puzzle? An Alternative Half‐Life Measure Of Convergence To Ppp," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(3), pages 435-457, April.
    5. James H. Stock & Mark W. Watson, 2005. "Implications of Dynamic Factor Models for VAR Analysis," NBER Working Papers 11467, National Bureau of Economic Research, Inc.
    6. Stephen G. Cecchetti & Nelson C. Mark & Robert J. Sonora, 2002. "Price Index Convergence Among United States Cities," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1081-1099, November.
    7. Qin, Duo & Gilbert, Christopher L., 2001. "The Error Term In The History Of Time Series Econometrics," Econometric Theory, Cambridge University Press, vol. 17(2), pages 424-450, April.
    8. Michael Ehrmann & Marcel Fratzscher & Roberto Rigobon, 2011. "Stocks, bonds, money markets and exchange rates: measuring international financial transmission," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(6), pages 948-974, September.
    9. Mario J. Crucini & Chris I. Telmer & Marios Zachariadis, 2005. "Understanding European Real Exchange Rates," American Economic Review, American Economic Association, vol. 95(3), pages 724-738, June.
    10. Sarno, Lucio & Taylor, Mark P. & Chowdhury, Ibrahim, 2004. "Nonlinear dynamics in deviations from the law of one price: a broad-based empirical study," Journal of International Money and Finance, Elsevier, vol. 23(1), pages 1-25, February.
    11. Qin, Duo, 2008. "Uncover Latent PPP by Dynamic Factor Error Correction Model (DF-ECM) Approach: Evidence from Five OECD Countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 2, pages 1-26.
    12. Kleimeier, Stefanie & Sander, Harald, 2000. "Regionalisation versus globalisation in European financial market integration: Evidence from co-integration analyses," Journal of Banking & Finance, Elsevier, vol. 24(6), pages 1005-1043, June.
    13. Michael G. Plummer & Reid W. Click, 2009. "The ASEAN Economic Community and the European Experience," Chapters, in: Koichi Hamada & Beate Reszat & Ulrich Volz (ed.), Towards Monetary and Financial Integration in East Asia, chapter 1, Edward Elgar Publishing.
    14. Alan M. Taylor & Mark P. Taylor, 2004. "The Purchasing Power Parity Debate," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 135-158, Fall.
    15. Forni, Mario & Giannone, Domenico & Lippi, Marco & Reichlin, Lucrezia, 2009. "Opening The Black Box: Structural Factor Models With Large Cross Sections," Econometric Theory, Cambridge University Press, vol. 25(5), pages 1319-1347, October.
    16. Gloria González-Rivera & Steven M. Helfand, 2001. "The Extent, Pattern, and Degree of Market Integration: A Multivariate Approach for the Brazilian Rice Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 576-592.
    17. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2005. "Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 387-422.
    18. Kawai, Masahiro, 2005. "East Asian economic regionalism: progress and challenges," Journal of Asian Economics, Elsevier, vol. 16(1), pages 29-55, February.
    19. Pradumna B. Rana, 2006. "Economic Integration in East Asia: Trends, Prospects, and a Possible Roadmap," Working Papers on Regional Economic Integration 2, Asian Development Bank.
    20. Giacomini, Raffaella & Granger, Clive W. J., 2004. "Aggregation of space-time processes," Journal of Econometrics, Elsevier, vol. 118(1-2), pages 7-26.
    21. Maurice Obstfeld & Kenneth Rogoff, 2001. "The Six Major Puzzles in International Macroeconomics: Is There a Common Cause?," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 339-412, National Bureau of Economic Research, Inc.
    22. Coakley, Jerry & Flood, Robert P. & Fuertes, Ana M. & Taylor, Mark P., 2005. "Purchasing power parity and the theory of general relativity: the first tests," Journal of International Money and Finance, Elsevier, vol. 24(2), pages 293-316, March.
    23. Michael G. Plummer & Reid W. Click, 2005. "Bond market development and integration in ASEAN," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 10(2), pages 133-142.
    24. Georgios Chortareas & George Kapetanios, 2013. "How Puzzling Is The Ppp Puzzle? An Alternative Half‐Life Measure Of Convergence To Ppp," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(3), pages 435-457, April.
    25. Alan M. Taylor & Mark P. Taylor, 2004. "The Purchasing Power Parity Debate," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 135-158, Fall.
    26. Click, Reid W. & Plummer, Michael G., 2005. "Stock market integration in ASEAN after the Asian financial crisis," Journal of Asian Economics, Elsevier, vol. 16(1), pages 5-28, February.
    27. Qin, Duo, 2008. "Uncover Latent PPP by Dynamic Factor Error Correction Model (DF-ECM) Approach: Evidence from Five OECD Countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 2, pages 1-26.
    28. Daniel G. Swaine, 1998. "What do cross-sectional growth regressions tell us about convergence?," Working Papers 98-4, Federal Reserve Bank of Boston.
    29. Christopher B. Barrett & Jau Rong Li, 2002. "Distinguishing between Equilibrium and Integration in Spatial Price Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(2), pages 292-307.
    30. Hendry, David F., 1995. "Dynamic Econometrics," OUP Catalogue, Oxford University Press, number 9780198283164.
    31. Sander, Harald & Kleimeier, Stefanie, 2004. "Convergence in euro-zone retail banking? What interest rate pass-through tells us about monetary policy transmission, competition and integration," Journal of International Money and Finance, Elsevier, vol. 23(3), pages 461-492, April.
    32. Mark S. Carey, 2004. "Global financial integration: a collection of new research," International Finance Discussion Papers 821, Board of Governors of the Federal Reserve System (U.S.).
    33. Massimiliano Marcellino & Carlo A. Favero & Francesca Neglia, 2005. "Principal components at work: the empirical analysis of monetary policy with large data sets," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(5), pages 603-620.
    34. Obstfeld, Maurice & Rogoff, Kenneth, 2000. "The Six Major Puzzles in International Macroeconomics: Is There a Common Cause?," Center for International and Development Economics Research, Working Paper Series qt0sx02651, Center for International and Development Economics Research, Institute for Business and Economic Research, UC Berkeley.
    35. Christopher B. Barrett, 2001. "Measuring Integration and Efficiency in International Agricultural Markets," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 23(1), pages 19-32.
    36. Obstfeld, Maurice & Rogoff, Kenneth, 2000. "The Six Major Puzzles in International Macroeconomics: Is There a Common Cause?," Department of Economics, Working Paper Series qt0sx02651, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    37. Juselius, Katarina, 2006. "The Cointegrated VAR Model: Methodology and Applications," OUP Catalogue, Oxford University Press, number 9780199285679.
    38. Giacomini, Raffaella & Granger, Clive W. J., 2004. "Aggregation of space-time processes," Journal of Econometrics, Elsevier, vol. 118(1-2), pages 7-26.
    39. Lippi, Marco & Reichlin, Lucrezia & Forni, Mario, 2003. "Opening the Black Box: Structural Factor Models versus Structural VARs," CEPR Discussion Papers 4133, C.E.P.R. Discussion Papers.
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    Cited by:

    1. Qin, Duo, 2008. "Uncover Latent PPP by Dynamic Factor Error Correction Model (DF-ECM) Approach: Evidence from Five OECD Countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 2, pages 1-26.
    2. Qin, Duo & Tan, Tao, 2009. "How much intraregional exchange rate variability could a currency union remove? The case of ASEAN+3," Journal of Banking & Finance, Elsevier, vol. 33(10), pages 1793-1803, October.
    3. Rughoo, Aarti & You, Kefei, 2016. "Asian financial integration: Global or regional? Evidence from money and bond markets," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 419-434.
    4. Qin, Duo, 2008. "Uncover Latent PPP by Dynamic Factor Error Correction Model (DF-ECM) Approach: Evidence from Five OECD Countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 2, pages 1-26.
    5. Qin, Duo & Tan, Tao, 2009. "How much intraregional exchange rate variability could a currency union remove? The case of ASEAN+3," Journal of Banking & Finance, Elsevier, vol. 33(10), pages 1793-1803, October.

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    More about this item

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F40 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - General
    • F15 - International Economics - - Trade - - - Economic Integration
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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