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Public information arrival, price discovery and dynamic correlations in the Chinese renminbi markets

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  • Ho, Kin-Yip
  • Shi, Yanlin
  • Zhang, Zhaoyong

Abstract

The Chinese renminbi (RMB) currency system has undergone several major developments in the past two decades, including the adoption of a managed floating system since July 2005, the expansion of an offshore RMB non-deliverable forward (NDF) market, and the relaxation of certain regulatory controls to promote the increased use of the RMB in the region. These developments have sparked intense debate on the potential of RMB internationalization and its pros and cons. In view of these developments, this paper provides a comprehensive analysis of the dynamics of the RMB in both the spot and NDF markets since 2005 by examining the role and significance of the RMB NDF in the price discovery process and in predicting the volatility dynamics of the RMB markets. The results indicate that asymmetric volatility effects are significant for several NDF contract maturities and the spot-NDF correlations are significantly time-varying. Moreover, shocks to the volatility levels are highly persistent. Causality tests on the spot and NDF volatilities further suggest that the NDF markets impact the future fluctuations of the spot market, but the spot market does not have predictive power for the volatility of the NDF markets. Public information flows are found to have a significantly positive impact on the spot-forward conditional correlations. These findings have important implications for market linkages and effective hedging strategies.

Suggested Citation

  • Ho, Kin-Yip & Shi, Yanlin & Zhang, Zhaoyong, 2018. "Public information arrival, price discovery and dynamic correlations in the Chinese renminbi markets," The North American Journal of Economics and Finance, Elsevier, vol. 46(C), pages 168-186.
    • Handle: RePEc:eee:ecofin:v:46:y:2018:i:c:p:168-186
    DOI: 10.1016/j.najef.2018.04.005
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    as
    1. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-131, February.
    2. Joel Hasbrouck, 2003. "Intraday Price Formation in U.S. Equity Index Markets," Journal of Finance, American Finance Association, vol. 58(6), pages 2375-2400, December.
    3. Luc Bauwens & Dagfinn Rime & Genaro Sucarrat, 2008. "Exchange rate volatility and the mixture of distribution hypothesis," Studies in Empirical Economics, in: Luc Bauwens & Winfried Pohlmeier & David Veredas (ed.), High Frequency Financial Econometrics, pages 7-29, Springer.
    4. Elias Papaioannou & Richard Portes, 2008. "Costs and benefits of running an international currency," European Economy - Economic Papers 2008 - 2015 348, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    5. DeGennaro, Ramon P. & Shrieves, Ronald E., 1997. "Public information releases, private information arrival and volatility in the foreign exchange market," Journal of Empirical Finance, Elsevier, vol. 4(4), pages 295-315, December.
    6. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    7. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    8. Chang, C-L. & McAleer, M.J. & Tansuchat, R., 2010. "Analyzing and Forecasting Volatility Spillovers and Asymmetries in Major Crude Oil Spot, Forward and Futures Markets," Econometric Institute Research Papers EI 2010-14, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
    9. Berry, Thomas D & Howe, Keith M, 1994. "Public Information Arrival," Journal of Finance, American Finance Association, vol. 49(4), pages 1331-1346, September.
    10. Hasbrouck, Joel, 1995. "One Security, Many Markets: Determining the Contributions to Price Discovery," Journal of Finance, American Finance Association, vol. 50(4), pages 1175-1199, September.
    11. Lardy,Nicholas R., 1992. "Foreign Trade and Economic Reform in China," Cambridge Books, Cambridge University Press, number 9780521414951, September.
    12. Silvennoinen, Annastiina & Teräsvirta, Timo, 2007. "Multivariate GARCH models," SSE/EFI Working Paper Series in Economics and Finance 669, Stockholm School of Economics, revised 18 Jan 2008.
    13. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    14. Lehmann, Bruce N., 2002. "Some desiderata for the measurement of price discovery across markets," Journal of Financial Markets, Elsevier, vol. 5(3), pages 259-276, July.
    15. Ho, Kin-Yip & Shi, Yanlin & Zhang, Zhaoyong, 2017. "Does news matter in China’s foreign exchange market? Chinese RMB volatility and public information arrivals," International Review of Economics & Finance, Elsevier, vol. 52(C), pages 302-321.
    16. Chang, Chia-Lin & McAleer, Michael & Tansuchat, Roengchai, 2010. "Analyzing and forecasting volatility spillovers, asymmetries and hedging in major oil markets," Energy Economics, Elsevier, vol. 32(6), pages 1445-1455, November.
    17. Chen, Yu-Lun & Gau, Yin-Feng, 2010. "News announcements and price discovery in foreign exchange spot and futures markets," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1628-1636, July.
    18. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    19. Susmel, Raul & Engle, Robert F., 1994. "Hourly volatility spillovers between international equity markets," Journal of International Money and Finance, Elsevier, vol. 13(1), pages 3-25, February.
    20. Donald Lien & Y. K. Tse & Albert Tsui, 2002. "Evaluating the hedging performance of the constant-correlation GARCH model," Applied Financial Economics, Taylor & Francis Journals, vol. 12(11), pages 791-798.
    21. Gonzalo, Jesus & Granger, Clive W J, 1995. "Estimation of Common Long-Memory Components in Cointegrated Systems," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 27-35, January.
    22. Chang, Yuanchen & Taylor, Stephen J., 2003. "Information arrivals and intraday exchange rate volatility," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(2), pages 85-112, April.
    23. Sun, Huayu & Ma, Yue, 2005. "Policy strategies to deal with revaluation pressures on the renminbi," China Economic Review, Elsevier, vol. 16(2), pages 103-117.
    24. Melvin, Michael & Yin, Xixi, 2000. "Public Information Arrival, Exchange Rate Volatility, and Quote Frequency," Economic Journal, Royal Economic Society, vol. 110(465), pages 644-661, July.
    25. Dobson, Wendy & Masson, Paul R., 2009. "Will the renminbi become a world currency?," China Economic Review, Elsevier, vol. 20(1), pages 124-135, March.
    26. Zhaoyong Zhang & Kiyotaka Sato, 2012. "Should Chinese Renminbi be Blamed for Its Trade Surplus? A Structural VAR Approach," The World Economy, Wiley Blackwell, vol. 35(5), pages 632-650, May.
    27. Büttner, David & Hayo, Bernd, 2010. "News and correlations of CEEC-3 financial markets," Economic Modelling, Elsevier, vol. 27(5), pages 915-922, September.
    28. Da‐Hsiang Donald Lien, 1996. "The effect of the cointegration relationship on futures hedging: A note," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 16(7), pages 773-780, October.
    29. Zanotti, Giovanna & Gabbi, Giampaolo & Geranio, Manuela, 2010. "Hedging with futures: Efficacy of GARCH correlation models to European electricity markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 20(2), pages 135-148, April.
    30. Liu, Li-Gang & Pauwels, Laurent L., 2012. "Do external political pressures affect the Renminbi exchange rate?," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1800-1818.
    31. Wensheng Peng & Chang Shu & Raymond Yip, 2007. "Renminbi Derivatives: Recent Development and Issues," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 15(5), pages 1-17, September.
    32. Tse, Y. K. & Tsui, Albert K. C., 1997. "Conditional volatility in foreign exchange rates: Evidence from the Malaysian ringgit and Singapore dollar," Pacific-Basin Finance Journal, Elsevier, vol. 5(3), pages 345-356, July.
    33. Friedrich Wu & Rongfang Pan & Di Wang, 2010. "Renminbi's Potential to Become a Global Currency," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 18(1), pages 63-81, January.
    34. Tung, Chen-Yuan & Baker, Sam, 2004. "RMB revaluation will serve China's self-interest," China Economic Review, Elsevier, vol. 15(3), pages 331-335.
    35. Andrea Buraschi & Paolo Porchia & Fabio Trojani, 2010. "Correlation Risk and Optimal Portfolio Choice," Journal of Finance, American Finance Association, vol. 65(1), pages 393-420, February.
    36. de Jong, Frank, 2002. "Measures of contributions to price discovery: a comparison," Journal of Financial Markets, Elsevier, vol. 5(3), pages 323-327, July.
    37. Yiuman Tse & Ju Xiang & Joseph K. W. Fung, 2006. "Price discovery in the foreign exchange futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 26(11), pages 1131-1143, November.
    38. Cheung, Yin-Wong & Chinn, Menzie D. & Fujii, Eiji, 2007. "The overvaluation of Renminbi undervaluation," Journal of International Money and Finance, Elsevier, vol. 26(5), pages 762-785, September.
    39. Wen Hai & Hongxin Yao, 2010. "Pros and Cons of International Use of the RMB for China," Palgrave Macmillan Books, in: Wensheng Peng & Chang Shu (ed.), Currency Internationalization: Global Experiences and Implications for the Renminbi, chapter 6, pages 139-166, Palgrave Macmillan.
    40. Kroner, Kenneth F. & Sultan, Jahangir, 1993. "Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 535-551, December.
    41. Peter G Zhang, 2004. "Chinese Yuan (Renminbi) Derivative Products," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 5594, August.
    42. Baillie, Richard T. & Geoffrey Booth, G. & Tse, Yiuman & Zabotina, Tatyana, 2002. "Price discovery and common factor models," Journal of Financial Markets, Elsevier, vol. 5(3), pages 309-321, July.
    43. Hogan, Kedreth Jr. & Melvin, Michael T., 1994. "Sources of meteor showers and heat waves in the foreign exchange market," Journal of International Economics, Elsevier, vol. 37(3-4), pages 239-247, November.
    44. Roberto Blanco & Simon Brennan & Ian W. Marsh, 2005. "An Empirical Analysis of the Dynamic Relation between Investment‐Grade Bonds and Credit Default Swaps," Journal of Finance, American Finance Association, vol. 60(5), pages 2255-2281, October.
    45. Lily Fang & Joel Peress, 2009. "Media Coverage and the Cross‐section of Stock Returns," Journal of Finance, American Finance Association, vol. 64(5), pages 2023-2052, October.
    46. Ernst R. Berndt & Bronwyn H. Hall & Robert E. Hall & Jerry A. Hausman, 1974. "Estimation and Inference in Nonlinear Structural Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 4, pages 653-665, National Bureau of Economic Research, Inc.
    47. Ronald McKinnon, 2006. "China'S Exchange Rate Appreciation In The Light Of The Earlier Japanese Experience," Pacific Economic Review, Wiley Blackwell, vol. 11(3), pages 287-298, October.
    48. Bollerslev, Tim, 1987. "A Conditionally Heteroskedastic Time Series Model for Speculative Prices and Rates of Return," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 542-547, August.
    49. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    50. Juan Cabrera & Tao Wang & Jian Yang, 2009. "Do futures lead price discovery in electronic foreign exchange markets?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 29(2), pages 137-156, February.
    51. Morris Goldstein & Nicholas R. Lardy, 2009. "The Future of China's Exchange Rate Policy," Peterson Institute Press: All Books, Peterson Institute for International Economics, number pa87, April.
    52. Donald Lien & Keshab Shrestha, 2009. "A new information share measure," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 29(4), pages 377-395, April.
    53. M. Nair & Jothee Sinnakkannu, 2010. "De-pegging of the Chinese renminbi against the US dollar: analysis of its effects on China's international trade competitiveness," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 15(4), pages 470-489.
    54. Yiuman Tse, 1999. "Price discovery and volatility spillovers in the DJIA index and futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 19(8), pages 911-930, December.
    55. Joost Driessen & Pascal J. Maenhout & Grigory Vilkov, 2009. "The Price of Correlation Risk: Evidence from Equity Options," Journal of Finance, American Finance Association, vol. 64(3), pages 1377-1406, June.
    56. Yung Chul Park, 2010. "RMB Internationalization and Its Implications for Financial and Monetary Cooperation in East Asia," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 18(2), pages 1-21, March.
    57. Martin T. Bohl & Christian A. Salm & Michael Schuppli, 2011. "Price discovery and investor structure in stock index futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 31(3), pages 282-306, March.
    58. deB. Harris, Frederick H. & McInish, Thomas H. & Wood, Robert A., 2002. "Security price adjustment across exchanges: an investigation of common factor components for Dow stocks," Journal of Financial Markets, Elsevier, vol. 5(3), pages 277-308, July.
    59. Baillie, Richard T & Myers, Robert J, 1991. "Bivariate GARCH Estimation of the Optimal Commodity Futures Hedge," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(2), pages 109-124, April-Jun.
    60. Hongyi Chen & Wensheng Peng, 2010. "The Potential of the Renminbi as an International Currency," Palgrave Macmillan Books, in: Wensheng Peng & Chang Shu (ed.), Currency Internationalization: Global Experiences and Implications for the Renminbi, chapter 5, pages 115-138, Palgrave Macmillan.
    61. Kalev, Petko S. & Liu, Wai-Man & Pham, Peter K. & Jarnecic, Elvis, 2004. "Public information arrival and volatility of intraday stock returns," Journal of Banking & Finance, Elsevier, vol. 28(6), pages 1441-1467, June.
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    More about this item

    Keywords

    Chinese renminbi; Price discovery; Volatility; Forward markets;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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