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Arbitrage using Soya Bean and Soya meal futures contract Evidence from Dalian Commodity Exchange, China

Author(s)

Thian Cheng Lim , Zhengjiang Hu , Ruiyang Chai ,

Download Full PDF Pages: 45-53 | Views: 378 | Downloads: 112 | DOI: 10.5281/zenodo.3386686

Volume 1 - August 2012 (08)

Abstract

We investigate the price discovery process among the futures prices of soybean and soya meal contracts in the Dalian Commodity Exchange. Granger Causality Test, Co-integration Test and Error Correction Model (ECM) will be used to measure soybean, and soybean meal future price. If the two commodities’ future price have strong relationship in short or long term, the portfolio of cross-species arbitrage was produced through Co-integration Relationship. Other factors such as liquidity, transaction costs, and other market restrictions may produce an empirical lead-lag relationship between price changes in the two markets. Moreover, all the markets do not trade simultaneously for many assets and commodities. We select the main contract from November 15th, 2005 to March 28th, 2012, which contain 1547 data respectively. All the data can be divided into two groups, one is from November 15th, 2005 to December 31th, 2010, which contain 1247 data res pectively; the other is from January 4th, 2011 to March 28th. Our test results suggest a strong bi-directional causality in futures prices. We also find that the soybean contract bears the burden of convergence between soybean and soymeal prices. 

Keywords

Price discovery; Granger Causality; Volatility; Spillover; Commodity markets; soya bean; soya meals.

References

  1. John, H. (2009). Options, Futures and other Derivatives. New Jersey: Pearson Education.
  2. Marco, A.,&Jeong L.,(2008). Statistical Arbitrage in the U.S. Equities Market.
  3. Yao, C. (1998)Stock Market and Future Market in the People’s Republic of China. OxfordExpress, Oxford, New York.
  4. Williams, J., A. Peck, A. Park and S. Roselle: The Emergence of Futures Market:Mung Beans on the China Zhenghou Commodity Exchange. The Journal of FuturesMarkets (1998), 427-448.
  5. Durham, C.and W. Si: The Dalian Commodity Exchange’s Soybean Futures Contract.China Integration with World Commodities Markets: Chinese Agriculture and WTOProceedings, Western CoordinationCommittee, Dec 1999.
  6. Engle, R. F and W. J Granger: Co-integration and Error Correction Representation,Estimation, and Testing. Econometrics, 55(1987). 251-276.
  7. Aulton, A. J, C. T. Ennew and A. J. Rayner: Efficiency Tests of Futures Markets forUK Agricultural Commodities. Journal of AgriculturalEconomics, 48(1997), 408-424.
  8. David Yanky. Thesis, Georgia State University, Department ofMathematics andStatistics, 2004.
  9. Granger, Clive W.j. 1969. “Investigation Causal Relations by Econometric Models and Cross-Spectral Methods.” Econometrics: 37(3):424-438.
  10. James, H. S., & Mark W. W. (2007). Introduction to Econometrics.Secondedition. New York: Pearson Education.
  11. Jeffrey M. W. (2006). Introductory Econometrics: A Modern Approach. Third edition. New York: South Western
  12. Foresti, P. (2006).Testing for Granger causality betweenstock prices and economic growth. Retrieved November, 2011, from http://mpra.ub.unimuenchen.de/2962/
  13. Arlen, D.S. (2008). Pairs Trading: ACointegrationApproach(University Thesis, University of Sydney, 2008).
  14. Dongo, K. K. (2007) Forecasting the Chinese Futures Markets Prices of Soy Bean and Green Bean Commodities. Mathematics Theses. Paper 23. from http://digitalarchive.gsu.edu/math_theses/23
  15. Wikipedia. (n.d.) Granger Causality. Retrieve October 28,2011,fromhttp://en.wikipedia.org/wiki/Granger_causali ty
  16. Wikipedia. (n.d.) Cointegration. Retrieve November 2 nd , 2011, from http://en.wikipedia.org/wiki/Cointegration
  17. Guo, Y. Y. (2010). CointegrationArbitrage Strategy in Chinese Sugar Future Market. Retrieved November 1 st , 2011, fromhttp://futures.hexun.com/2010-11- 30/125908699.html
  18. Engle, Robert F., and Clive W.J. Granger. 1987. “Cointegration and Error Correction: Representation, Estimation and Testing.” Representation, Estimation and Testing.”Econometric 55(2): 251-276
  19. Roland, F& Dieter. G. K. (2007). The tactical and strategic value of hedge fund strategies: a cointegration approach. Swiss Society for Financial Market Research.

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