Skip to main content
Top
Published in: Empirical Economics 4/2016

31-12-2015

Exchange rate persistence of the Chinese yuan against the US dollar in the NDF market

Authors: Carlos P. Barros, Luis A. Gil-Alana, Zhongfei Chen

Published in: Empirical Economics | Issue 4/2016

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This article analyses the persistence of the exchange rates of the Chinese yuan against the US dollar in the NDF market during 1999–2012 with fractional integration technique. It concludes that the exchange rates are I(d) with d close to 1 though statistically significantly below 1, suggesting a small degree of mean reverting behaviour. And the squared returns display long memory with an order of integration of about 0.2. Moreover, the unit root null hypothesis cannot be rejected during the years during 2006–2011 when the international financial crisis broke out and the exchange rate regime reform implemented. At last, we notice that d in the original series is highly negatively correlated with respect to the mean and the variance in the exchange rates, while it is positively correlated with them in the squared returns. And policy implications are also suggested.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Footnotes
1
The renminbi was fully convertible under the current account at the end of 1996, while the capital account of China is still under control.
 
2
The RMB NDF market is a traditional offshore RMB market. Trades are independently of either onshore CNY or offshore CNH.
 
3
Examples of I(0) processes are the white noise and the stationary ARMA processes.
 
4
The deterministic terms were chosen according to the t values of the coefficients in the d differenced processes, which are supposed to be I(0).
 
5
See Lobato and Savin (1998), Gil-Alana (2003), Cavalcante and Assaf (2004) and Cotter (2005) in the context of financial time series data.
 
6
The choice of 2 years is completely arbitrary but is done to justify a sufficiently large number of observations for each subsample.
 
Literature
go back to reference Aizenman J (2015) The internationalization of the RMB, capital market openness, and financial reforms in China. Working paper no. w20943, National Bureau of Economic Research Aizenman J (2015) The internationalization of the RMB, capital market openness, and financial reforms in China. Working paper no. w20943, National Bureau of Economic Research
go back to reference Andersen TG, Bollerslev T (1997) Heterogeneous information arrivals and return volatility dynamics: uncovering the long run in high frequency returns. J Financ 52(3):975–1005CrossRef Andersen TG, Bollerslev T (1997) Heterogeneous information arrivals and return volatility dynamics: uncovering the long run in high frequency returns. J Financ 52(3):975–1005CrossRef
go back to reference Andersen TG, Bollerslev T (1998) Deutsche Mark–Dollar volatility: intraday activity patterns, macroeconomic announcements, and longer run dependencies. J Financ 53(1):219–265CrossRef Andersen TG, Bollerslev T (1998) Deutsche Mark–Dollar volatility: intraday activity patterns, macroeconomic announcements, and longer run dependencies. J Financ 53(1):219–265CrossRef
go back to reference Baillie RT (1996) Long memory processes and fractional integration in econometrics. J Econom 73(1):5–59CrossRef Baillie RT (1996) Long memory processes and fractional integration in econometrics. J Econom 73(1):5–59CrossRef
go back to reference Baillie RT, Bollerslev T, Mikkelsen HO (1996) Fractionally integrated generalized autoregressive conditional heteroscedasticity. J Econom 74(1):3–30CrossRef Baillie RT, Bollerslev T, Mikkelsen HO (1996) Fractionally integrated generalized autoregressive conditional heteroscedasticity. J Econom 74(1):3–30CrossRef
go back to reference Baillie RT, Cecen AA, Han YW (2000) High frequency Deutsche mark-US dollar return FIGARCH representations and non-linearities. Multinatl Financ J 4(3–4):247–268CrossRef Baillie RT, Cecen AA, Han YW (2000) High frequency Deutsche mark-US dollar return FIGARCH representations and non-linearities. Multinatl Financ J 4(3–4):247–268CrossRef
go back to reference Baillie RT, Bollerslev T (1996) Cointegration, fractional cointegration and exchange rate dynamics. J Financ 49(2):737–745CrossRef Baillie RT, Bollerslev T (1996) Cointegration, fractional cointegration and exchange rate dynamics. J Financ 49(2):737–745CrossRef
go back to reference Barros CP, Chen Z, Gil-Alana LA (2013) Long memory in the housing price indices in China. Asian J Empir Res 3(7):785–807 Barros CP, Chen Z, Gil-Alana LA (2013) Long memory in the housing price indices in China. Asian J Empir Res 3(7):785–807
go back to reference Baum CF, Barkoulas J, Caglayan M (1999) Persistence in the international inflation rates. South Econ J 65:900–913CrossRef Baum CF, Barkoulas J, Caglayan M (1999) Persistence in the international inflation rates. South Econ J 65:900–913CrossRef
go back to reference Booth GG, Kaen FR, Koveos PE (1982) R/S analysis of foreign exchange markets under two international monetary regimes. J Monet Econ 10:407–415CrossRef Booth GG, Kaen FR, Koveos PE (1982) R/S analysis of foreign exchange markets under two international monetary regimes. J Monet Econ 10:407–415CrossRef
go back to reference Cao G, Jianhui Y (2010) Fractal cointegration of RMB exchange rate and China’stock price. In: Paper presented at the 2010 International Workshop on Chaos-Fractals Theories and Applications, IWCFTA Cao G, Jianhui Y (2010) Fractal cointegration of RMB exchange rate and China’stock price. In: Paper presented at the 2010 International Workshop on Chaos-Fractals Theories and Applications, IWCFTA
go back to reference Caporale GM, Gil-Alana LA (2004) Fractional cointegration and real exchange rates. Rev Financ Econ 13(4):327–340CrossRef Caporale GM, Gil-Alana LA (2004) Fractional cointegration and real exchange rates. Rev Financ Econ 13(4):327–340CrossRef
go back to reference Cavalcante J, Assaf A (2004) Long range dependence in the returns and volatility of the Brazilian stock market. Eur Rev Econ Financ 3:5–22 Cavalcante J, Assaf A (2004) Long range dependence in the returns and volatility of the Brazilian stock market. Eur Rev Econ Financ 3:5–22
go back to reference Cheung YW (1993) Long memory in foreign exchange rates. J Bus Econ Stat 11:93–101 Cheung YW (1993) Long memory in foreign exchange rates. J Bus Econ Stat 11:93–101
go back to reference Colavecchio R, Funke M (2008) Volatility transmissions between renminbi and Asia-Pacific on-shore and off-shore US dollar futures. China Econ Rev 19(4):635–648CrossRef Colavecchio R, Funke M (2008) Volatility transmissions between renminbi and Asia-Pacific on-shore and off-shore US dollar futures. China Econ Rev 19(4):635–648CrossRef
go back to reference Cotter J (2005) Uncovering long memory in high frequency UK futures. Eur J Financ 11:325–337CrossRef Cotter J (2005) Uncovering long memory in high frequency UK futures. Eur J Financ 11:325–337CrossRef
go back to reference Crato N, Ray BK (2000) Memory in returns and volatilities of future’s contracts. J Futures Mark 20:525–543CrossRef Crato N, Ray BK (2000) Memory in returns and volatilities of future’s contracts. J Futures Mark 20:525–543CrossRef
go back to reference Dahlhaus R (1989) Efficient parameter estimation for self-similar process. Ann Stat 17:1749–1766CrossRef Dahlhaus R (1989) Efficient parameter estimation for self-similar process. Ann Stat 17:1749–1766CrossRef
go back to reference Dickey D, Fuller WA (1979) Distributions of the estimators for autoregressive time series with a unit root. J Am Stat Assoc 74:427–431 Dickey D, Fuller WA (1979) Distributions of the estimators for autoregressive time series with a unit root. J Am Stat Assoc 74:427–431
go back to reference Diebold FX, Rudebusch GD (1989) Long memory and persistence in the aggregate output. J Monetary Econ 24(2):189–209CrossRef Diebold FX, Rudebusch GD (1989) Long memory and persistence in the aggregate output. J Monetary Econ 24(2):189–209CrossRef
go back to reference Ding DK, Tse Y, Williams MR (2014) The price discovery puzzle in offshore Yuan trading: different contributions for different contracts. J Futures Mark 34(2):103–123CrossRef Ding DK, Tse Y, Williams MR (2014) The price discovery puzzle in offshore Yuan trading: different contributions for different contracts. J Futures Mark 34(2):103–123CrossRef
go back to reference Dufrénot G, Lardic S, Mathieu L, Mignon V, Péguin-Feissolle A (2008) Explaining the European exchange rates deviations: Long memory or non-linear adjustment? J Int Financ Mark Inst Money 18(3):207–215CrossRef Dufrénot G, Lardic S, Mathieu L, Mignon V, Péguin-Feissolle A (2008) Explaining the European exchange rates deviations: Long memory or non-linear adjustment? J Int Financ Mark Inst Money 18(3):207–215CrossRef
go back to reference Elliot G, Rothenberg TJ, Stock JH (1996) Efficient tests for an autoregressive unit root. Econometrica 64:813–836CrossRef Elliot G, Rothenberg TJ, Stock JH (1996) Efficient tests for an autoregressive unit root. Econometrica 64:813–836CrossRef
go back to reference Fang H, Lai KS, Lai M (1994) Fractal structure in currency futures price dynamics. J Futures Mark 14:169–181CrossRef Fang H, Lai KS, Lai M (1994) Fractal structure in currency futures price dynamics. J Futures Mark 14:169–181CrossRef
go back to reference Frankel JA, Xie D (2010) Estimation of De facto flexibility parameter and basket weights in evolving exchange rate regimes. Am Econ Rev 100(2):568–572CrossRef Frankel JA, Xie D (2010) Estimation of De facto flexibility parameter and basket weights in evolving exchange rate regimes. Am Econ Rev 100(2):568–572CrossRef
go back to reference Fung HG, Leung WK, Zhu J (2004) Nondeliverable forward market for Chinese RMB: a first look. China Econ Rev 15(3):348–352CrossRef Fung HG, Leung WK, Zhu J (2004) Nondeliverable forward market for Chinese RMB: a first look. China Econ Rev 15(3):348–352CrossRef
go back to reference Gil-Alana LA (2000) Mean reversion in the real exchange rates. Econ Lett 69:285–288CrossRef Gil-Alana LA (2000) Mean reversion in the real exchange rates. Econ Lett 69:285–288CrossRef
go back to reference Gil-Alana LA (2003) Fractional integration in the volatility of asset returns. Euro Rev Econ Financ 2:41–52 Gil-Alana LA (2003) Fractional integration in the volatility of asset returns. Euro Rev Econ Financ 2:41–52
go back to reference Gil-Alana LA (2006) Fractional integration in daily stock market indexes. Rev Financ Econ 15(1):28–48CrossRef Gil-Alana LA (2006) Fractional integration in daily stock market indexes. Rev Financ Econ 15(1):28–48CrossRef
go back to reference Gil-Alana LA, Liang J (2013) The PPP hypothesis in the US/China relationship fractional integration, time variation and data frequency. Int J Financ Econ 18(1):82–92CrossRef Gil-Alana LA, Liang J (2013) The PPP hypothesis in the US/China relationship fractional integration, time variation and data frequency. Int J Financ Econ 18(1):82–92CrossRef
go back to reference Gil-Alana LA, Robinson PM (1997) Testing of unit roots and other nonstationary hypotheses in macroeconomic time series. J Econom 80(2):241–268CrossRef Gil-Alana LA, Robinson PM (1997) Testing of unit roots and other nonstationary hypotheses in macroeconomic time series. J Econom 80(2):241–268CrossRef
go back to reference Jeanne O (2012) Who needs to open the capital account. Peterson Institute, Washington Jeanne O (2012) Who needs to open the capital account. Peterson Institute, Washington
go back to reference Kihc R (2004) On the long memory properties of emerging capital markets: evidence from Istambul exchange. Appl Financ Econ 14:915–922CrossRef Kihc R (2004) On the long memory properties of emerging capital markets: evidence from Istambul exchange. Appl Financ Econ 14:915–922CrossRef
go back to reference Lobato IN, Savin NE (1998) Real and spurious long memory properties of stock market data. J Bus Econ Stat 16:261–268 Lobato IN, Savin NE (1998) Real and spurious long memory properties of stock market data. J Bus Econ Stat 16:261–268
go back to reference Lobato I, Velasco C (2007) Efficient Wald tests for fractional unit roots. Econometrica 75:575–589CrossRef Lobato I, Velasco C (2007) Efficient Wald tests for fractional unit roots. Econometrica 75:575–589CrossRef
go back to reference Moosa I, Naughton T, Li L (2009) Exchange rate regime verification: Has China actually moved from a dollar peg to a basket peg? Econ Int 62(1):41 Moosa I, Naughton T, Li L (2009) Exchange rate regime verification: Has China actually moved from a dollar peg to a basket peg? Econ Int 62(1):41
go back to reference Morana C, Beltratti A (2004) Structural change and long range dependence in volatility of exchange rates, either, neither or both? J Empir Financ 11:629–658CrossRef Morana C, Beltratti A (2004) Structural change and long range dependence in volatility of exchange rates, either, neither or both? J Empir Financ 11:629–658CrossRef
go back to reference Nelson CR, Plosser CI (1982) Trends and random walks in macroeconomic time series. J Monetary Econ 10:139–162CrossRef Nelson CR, Plosser CI (1982) Trends and random walks in macroeconomic time series. J Monetary Econ 10:139–162CrossRef
go back to reference Ouyang M, Zhou D, Zhou N (2002) Estimating marketing persistence on sales of consumer durables. J Bus Res 55(4):337–342CrossRef Ouyang M, Zhou D, Zhou N (2002) Estimating marketing persistence on sales of consumer durables. J Bus Res 55(4):337–342CrossRef
go back to reference Peng W, Shu C, Yip R (2007) Renminbi derivatives: recent development and issues. China World Econ 15(5):1–17CrossRef Peng W, Shu C, Yip R (2007) Renminbi derivatives: recent development and issues. China World Econ 15(5):1–17CrossRef
go back to reference Phillips PC, Perron P (1988) Testing for unit roots in time series regression. Biometrika 75(2):335–346CrossRef Phillips PC, Perron P (1988) Testing for unit roots in time series regression. Biometrika 75(2):335–346CrossRef
go back to reference Robinson PM (1994) Efficient tests of nonstationary hypotheses. J Am Stat Assoc 89(428):1420–1437CrossRef Robinson PM (1994) Efficient tests of nonstationary hypotheses. J Am Stat Assoc 89(428):1420–1437CrossRef
go back to reference Shu C, He D, Cheng X (2015) One currency, two markets: the renminbi’s growing influence in Asia-Pacific. China Econ Rev 33:163–178CrossRef Shu C, He D, Cheng X (2015) One currency, two markets: the renminbi’s growing influence in Asia-Pacific. China Econ Rev 33:163–178CrossRef
go back to reference Soofi A, Wang S, Zhang Y (2006) Testing for long memory in the Asian foreign exchange rates. J Syst Sci Complex 19:182–190CrossRef Soofi A, Wang S, Zhang Y (2006) Testing for long memory in the Asian foreign exchange rates. J Syst Sci Complex 19:182–190CrossRef
go back to reference Sowell F (1992) Modelling long-run behaviour with the fractional ARIMA model. J Monetary Econ 29(2):277–302CrossRef Sowell F (1992) Modelling long-run behaviour with the fractional ARIMA model. J Monetary Econ 29(2):277–302CrossRef
go back to reference Tse YK (1998) The conditional heteroskedasticity of the Yen–Dollar exchange rate. J Appl Econom 13:49–55CrossRef Tse YK (1998) The conditional heteroskedasticity of the Yen–Dollar exchange rate. J Appl Econom 13:49–55CrossRef
go back to reference Wang C (2004) Futures trading activity and predictable foreign exchange movements. J Bank Financ 28:1023–1041CrossRef Wang C (2004) Futures trading activity and predictable foreign exchange movements. J Bank Financ 28:1023–1041CrossRef
Metadata
Title
Exchange rate persistence of the Chinese yuan against the US dollar in the NDF market
Authors
Carlos P. Barros
Luis A. Gil-Alana
Zhongfei Chen
Publication date
31-12-2015
Publisher
Springer Berlin Heidelberg
Published in
Empirical Economics / Issue 4/2016
Print ISSN: 0377-7332
Electronic ISSN: 1435-8921
DOI
https://doi.org/10.1007/s00181-015-1063-3

Other articles of this Issue 4/2016

Empirical Economics 4/2016 Go to the issue