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Semi-parametric real exchange rates dynamics

Author

Listed:
  • Angelos Kanas

    (University of Piraeus)

  • Angelos Kotios

    (University of Piraeus)

  • Panagiotis D. Zervopoulos

    (University of Sharjah)

Abstract

A flexible semi-parametric augmented Dickey Fuller (ADF) regression is proposed to explore real exchange rate dynamics for 16 countries over the twentieth century, and to estimate half-lives. Departing from existing literature, the present approach does not impose a functional form of the ADF regression and encompasses parametric extensions. Significant impediments to real exchange rates adjustment are found, and estimated half-lives are longer than those reported by earlier studies. These findings reveal a dismal PPP performance, difficulties in designing profitable strategies based on mean-reversion, complexities in production relocation policies by firms to reduce exchange rate risk, and carry implications for foreign subsidiary ownership structure.

Suggested Citation

  • Angelos Kanas & Angelos Kotios & Panagiotis D. Zervopoulos, 2019. "Semi-parametric real exchange rates dynamics," Review of Quantitative Finance and Accounting, Springer, vol. 52(2), pages 643-656, February.
  • Handle: RePEc:kap:rqfnac:v:52:y:2019:i:2:d:10.1007_s11156-018-0720-y
    DOI: 10.1007/s11156-018-0720-y
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    1. David E. Allen & Michael McAleer & Shelton Peiris & Abhay K. Singh, 2016. "Nonlinear Time Series and Neural-Network Models of Exchange Rates between the US Dollar and Major Currencies," Risks, MDPI, vol. 4(1), pages 1-14, March.
    2. Patrick Kuok-Kun Chu, 2016. "Analysis and Forecast of Tracking Performance of Hong Kong Exchange-Traded Funds: Evidence from Tracker Fund and X iShares A50," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 19(04), pages 1-26, December.
    3. Berument, M. Hakan & Dincer, N. Nergiz & Mustafaoglu, Zafer, 2012. "Effects of growth volatility on economic performance – Empirical evidence from Turkey," European Journal of Operational Research, Elsevier, vol. 217(2), pages 351-356.
    4. Mao-Wei Hung & Yin-Ching Jan, 2002. "Use of Deviations of Purchasing Power Parity and Interest Rate Parity to Clarify the 1997 Asian Financial Crisis," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 195-218.
    5. Panos Kouvelis & Kostas Axarloglou & Vikas Sinha, 2001. "Exchange Rates and the Choice of Ownership Structure of Production Facilities," Management Science, INFORMS, vol. 47(8), pages 1063-1080, August.
    6. Okunade, Albert A & Haryanto, H & Means, Dwight B, Jr, 1996. "Testing the Unbiasedness Hypothesis of Foreign Exchange Rates and the Analysis of Transformations," Review of Quantitative Finance and Accounting, Springer, vol. 6(1), pages 39-46, January.
    7. Mototsugu Shintani, 2006. "A nonparametric measure of convergence towards purchasing power parity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(5), pages 589-604.
    8. Lopez, Claude & Murray, Christian J & Papell, David H, 2005. "State of the Art Unit Root Tests and Purchasing Power Parity," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(2), pages 361-369, April.
    9. Dumitru, Ionut & Jianu, Ionela, 2009. "The Balassa-Samuelson effect in Romania - The role of regulated prices," European Journal of Operational Research, Elsevier, vol. 194(3), pages 873-887, May.
    10. O'Connell, Paul G. J. & Wei, Shang-Jin, 2002. ""The bigger they are, the harder they fall": Retail price differences across U.S. cities," Journal of International Economics, Elsevier, vol. 56(1), pages 21-53, January.
    11. Kao, Chiang & Wu, Wann-Yih & Hsieh, Wen-Jen & Wang, Tai-Yue & Lin, Chinho & Chen, Liang-Hsuan, 2008. "Measuring the national competitiveness of Southeast Asian countries," European Journal of Operational Research, Elsevier, vol. 187(2), pages 613-628, June.
    12. Peroni Chiara, 2009. "A Non-Parametric Investigation of Risk Premia," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 13(4), pages 1-52, September.
    13. Alan M. Taylor, 2002. "A Century Of Purchasing-Power Parity," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 139-150, February.
    14. Lowe, Timothy J. & Wendell, Richard E. & Hu, Gang, 2002. "Screening location strategies to reduce exchange rate risk," European Journal of Operational Research, Elsevier, vol. 136(3), pages 573-590, February.
    15. Dumas, Bernard, 1992. "Dynamic Equilibrium and the Real Exchange Rate in a Spatially Separated World," The Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 153-180.
    16. 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.
    17. Kenneth Rogoff, 1996. "The Purchasing Power Parity Puzzle," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 647-668, June.
    18. Sema Bayraktar, 2009. "The impact of exchange rate risk on international asset pricing under various market structures," Review of Quantitative Finance and Accounting, Springer, vol. 32(2), pages 169-195, February.
    19. Kapetanios, George & Shin, Yongcheol & Snell, Andy, 2003. "Testing for a unit root in the nonlinear STAR framework," Journal of Econometrics, Elsevier, vol. 112(2), pages 359-379, February.
    20. Taylor, Mark P & Peel, David A & Sarno, Lucio, 2001. "Nonlinear Mean-Reversion in Real Exchange Rates: Toward a Solution to the Purchasing Power Parity Puzzles," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 1015-1042, November.
    21. Mr. Mark Swinburne & Stéphanie Marie Stolz & Ms. Marina Moretti, 2008. "Stress Testing at the IMF," IMF Working Papers 2008/206, International Monetary Fund.
    22. Sollis, Robert & Leybourne, Stephen & Newbold, Paul, 2002. "Tests for Symmetric and Asymmetric Nonlinear Mean Reversion in Real Exchange Rates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(3), pages 686-700, August.
    23. Murray, Christian J. & Papell, David H., 2002. "The purchasing power parity persistence paradigm," Journal of International Economics, Elsevier, vol. 56(1), pages 1-19, January.
    24. Michael, Panos & Nobay, A Robert & Peel, David A, 1997. "Transactions Costs and Nonlinear Adjustment in Real Exchange Rates: An Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 105(4), pages 862-879, August.
    25. Kanas, Angelos, 2006. "Purchasing Power Parity and Markov Regime Switching," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1669-1687, September.
    26. Yongjian E & Anthony Yanxiang Gu & Chau-Chen Yang, 2009. "Real Exchange Rate Behavior under Peg: Evidence from the Chinese RMB and Malaysian MYR," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 12(01), pages 141-158.
    27. Meligkotsidou, Loukia & Vrontos, Ioannis D. & Vrontos, Spyridon D., 2009. "Quantile regression analysis of hedge fund strategies," Journal of Empirical Finance, Elsevier, vol. 16(2), pages 264-279, March.
    28. Kar‐yiu Wong & Richard Y. K. Ho, 2002. "The Asian Crisis, 1997," Review of International Economics, Wiley Blackwell, vol. 10(1), pages 1-1, February.
    29. Carcano, G. & Falbo, P. & Stefani, S., 2005. "Speculative trading in mean reverting markets," European Journal of Operational Research, Elsevier, vol. 163(1), pages 132-144, May.
    30. I-Ming Chiu, 2008. "An Empirical Study on the Long-Run Determinants of Exchange Rate," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 11(03), pages 389-409.
    31. Sercu, Piet & Uppal, Raman & Van Hulle, Cynthia, 1995. "The Exchange Rate in the Presence of Transaction Costs: Implications for Tests of Purchasing Power Parity," Journal of Finance, American Finance Association, vol. 50(4), pages 1309-1319, September.
    32. David Karemera & John Cole, 2010. "ARFIMA Tests for Random Walks in Exchange Rates in Asian, Latin American and African-Middle Eastern Markets," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 13(01), pages 1-18.
    33. Tabak, Benjamin M. & Lima, Eduardo J.A., 2009. "Market efficiency of Brazilian exchange rate: Evidence from variance ratio statistics and technical trading rules," European Journal of Operational Research, Elsevier, vol. 194(3), pages 814-820, May.
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    More about this item

    Keywords

    Real exchange rates; Semi-parametric; Half-lives; Simulations;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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