Price Discovery and Dynamic Correlations: The Case of the Chinese Renminbi Markets

  • Kin-Yip HoEmail author
  • Yanlin Shi
  • Zhaoyong Zhang
Conference paper
Part of the Springer Proceedings in Business and Economics book series (SPBE)


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 by quantifying the contributions of the RMB spot and NDF rates in the price discovery process and the volatility dynamics of the RMB markets by adopting two different frameworks with multivariate Student’s t-distribution and time-varying conditional correlations. 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.


Price discovery Dynamic correlations Chinese renminbi 


  1. Berndt E, Hall B, Hall R, Hausman J (1974) Estimation and inference in nonlinear structural models. Ann Econ Soc Meas 3:653–665Google Scholar
  2. Bollerslev T (1987) A conditionally heteroskedastic time series model for speculative prices and rates of return. Rev Econ Stat 69:542–547CrossRefGoogle Scholar
  3. Bollerslev T, Engle RF, Wooldridge JM (1988) A capital asset pricing model with time-varying covariances. J Polit Econ 96:116–131CrossRefGoogle Scholar
  4. Brock W, Dechert D, Sheinkman J, LeBaron B (1996) A test for independence based on the correlation dimension. Econ Rev 15:197–235CrossRefGoogle Scholar
  5. Chen P, Peng W (2010) The potential of the renminbi as an international currency. In: Peng W, Shu C (eds) Currency internationalization: global experiences and implications for the renminbi. Palgrave-Macmillan, LondonGoogle Scholar
  6. De Jong F (2002) Measures of contributions to price discovery: a comparison. J Financ Mark 5:323–327CrossRefGoogle Scholar
  7. Dobson W, Masson P (2009) Will the renminbi become a world currency? China Econ Rev 20:124–135CrossRefGoogle Scholar
  8. Engle RF, Granger CWJ (1987) Co-integration and error correction: representation, estimation, and testing. Econometrica 55:251–276CrossRefGoogle Scholar
  9. Engle RF, Kroner KF (1995) Multivariate simultaneous generalized ARCH. Econ Theor 11:122–150CrossRefGoogle Scholar
  10. Goldstein M (2003) China’s exchange rate regime. Testimony at the US House of Representatives, Washington, DC, 1 Oct 2003Google Scholar
  11. Gonzalo J, Granger C (1995) Estimation of common long-memory components in cointegrated systems. J Bus Econ Stat 13:27–35Google Scholar
  12. Hasbrouck J (1995) One security, many markets: determining the contributions to price discovery. J Financ 50:1175–1199CrossRefGoogle Scholar
  13. Hogan KC Jr, Melvin MT (1994) Sources of meteor showers and heat waves in the foreign exchange market. J Int Econ 37:239–247CrossRefGoogle Scholar
  14. Kroner K, Sultan J (1993) Time-varying distributions and dynamic hedging with foreign currency futures. J Financ Quant Anal 28:535–551CrossRefGoogle Scholar
  15. Lehmann BN (2002) Some desiderata for the measurement of price discovery across markets. J Financ Mark 5:259–276CrossRefGoogle Scholar
  16. Li J (2004) Regionalization of the RMB and China’s capital account liberalization. China World Econ 12:86–100Google Scholar
  17. Lien D, Shrestha K (2009) A new information share measure. J Futur Mark 29:377–395CrossRefGoogle Scholar
  18. Liu L, Pauwels L (2008) Do external political pressures affect the renminbi exchange rate? Hong Kong Monetary Authority working paper, 0805. Hong Kong Monetary Authority, Hong KongGoogle Scholar
  19. Lütkepohl H (1991) Introduction to multiple time series analysis. Springer, BerlinCrossRefGoogle Scholar
  20. MacKinnon JG (1996) Numerical distribution functions for unit root and cointegration tests. J Appl Econ 11:601–618CrossRefGoogle Scholar
  21. Mackinnon JG, Haug AA, Michelis L (1999) Numerical distribution functions of likelihood ratio tests for cointegration. J Appl Econ 14:563–577CrossRefGoogle Scholar
  22. Nair M, Sinnakkannu J (2010) De-pegging of the Chinese renminbi against the US dollar: analysis of its effects on China’s international trade competitiveness. J Asia Pac Econ 15:470–489CrossRefGoogle Scholar
  23. Park Y (2010) RMB internationalization and its implications for financial and monetary cooperation in East Asia. China World Econ 18:1–21CrossRefGoogle Scholar
  24. Peng W, Shu C, Yip R (2007) Renminbi derivatives: recent development and issues. China World Econ 15:1–17CrossRefGoogle Scholar
  25. Stock JH, Watson MW (1988) Testing for common trends. J Am Stat Assoc 83:1097–1107CrossRefGoogle Scholar
  26. Sun H, Ma Y (2005) Policy strategies to deal with revaluation pressures on the renminbi. China Econ Rev 16:103–117CrossRefGoogle Scholar
  27. Tse Y (1999) Price discovery and volatility spillovers in the DJIA index and futures markets. J Futur Mark 19:911–930CrossRefGoogle Scholar
  28. Tse Y, Tsui A (1997) Conditional volatility in foreign exchange rates: evidence from the Malaysian ringgit and Singapore dollar. Pac-Basin Financ J 5:345–356CrossRefGoogle Scholar
  29. Tung C, Baker S (2004) RMB revaluation will serve China’s self-interest. China Econ Rev 15:331–335CrossRefGoogle Scholar
  30. Wu F, Pan R, Wang D (2010) Renminbi’s potential to become a global currency. China World Econ 18:63–81CrossRefGoogle Scholar
  31. Zhang P (2004) Chinese Yuan (renminbi) derivative products. World Scientific, SingaporeCrossRefGoogle Scholar
  32. Zhang P, Chan T (2010) The Chinese Yuan: internationalization and financial products in China. Wiley, New YorkGoogle Scholar
  33. Zhang ZY, Sato K (2012) Should Chinese renminbi be blamed for its trade surplus: a structural VAR approach. World Econ 35:632–650CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media Singapore 2015

Authors and Affiliations

  1. 1.College of Business and EconomicsThe Australian National UniversityCanberraAustralia
  2. 2.The Australian National UniversityCanberraAustralia
  3. 3.Edith Cowan UniversityPerthAustralia

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