Forecasting precious metal price movements using trader positions
In the early 2000s, the precious metal markets entered into a new phase where a steady rise of prices had been observed until the October 2008 crash. Given the size and importance of precious metal market, as well as the hedging capacity of precious metals due to their low correlation with equity markets (Draper et al., 2006), the question we want to arise is whether trader positions predict the direction of gold, platinum, and silver spot price movements. The forecasting content of the Commodity Futures Trading Commission’s Commitment of Traders report for platinum, silver and gold prices using trader positions is investigated in a VAR framework. Granger causality tests are conducted to determine whether a relation between trader positions and market prices exists. An examination of the extreme trader positions on price movements is also conducted. The results indicate that market return is a significant parameter in explaining trader’s positions for all trader types in each of the precious metal markets under consideration after the beginning of 2000s where we detect a structural break for each of the market under study. Commercial traders are found to be negative feedback traders, that is, they sell when the prices increase in the market. On the other hand, in line with the previous literature, a positive correlation between returns and positions held by non-commercial and non-reporting traders is found. However, trader’s net positions do not lead market returns in general. There is some evidence on the forecasting ability of extreme trader positions on market returns.
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- Sanders, Dwight R. & Irwin, Scott H. & Merrin, Robert P., 2009. "Smart Money: The Forecasting Ability of CFTC Large Traders in Agricultural Futures Markets," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(2), August.
- Buchanan, W. K. & Hodges, P. & Theis, J., 2001. "Which way the natural gas price: an attempt to predict the direction of natural gas spot price movements using trader positions," Energy Economics, Elsevier, vol. 23(3), pages 279-293, May.
- de Roon, F.A. & Nijman, T.E. & Veld, C.H., 2000.
"Hedging pressure effects in futures markets,"
Other publications TiSEM
3dfe2c9f-3194-4751-9b34-1, Tilburg University, School of Economics and Management.
- Juan A. Lafuente & Manuel Illueca Muñoz, 2004.
"Introducing The Mini-Futures Contract On Ibex-35: Implications For Price Discovery And Volatility Transmission,"
Working Papers. Serie EC
2004-13, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- M. Illueca & J. Lafuente, 2008. "Introducing the mini-futures contract on Ibex 35: implications for price discovery and volatility transmission," Spanish Economic Review, Springer;Spanish Economic Association, vol. 10(3), pages 197-219, September.
- Batten, Jonathan A. & Ciner, Cetin & Lucey, Brian M., 2010.
"The macroeconomic determinants of volatility in precious metals markets,"
Elsevier, vol. 35(2), pages 65-71, June.
- Jonathan A. Batten, Cetin Ciner and Brian M. Lucey, 2008. "The Macroeconomic Determinants of Volatility in Precious Metals Markets," The Institute for International Integration Studies Discussion Paper Series iiisdp255, IIIS.
- Bahram Adrangi & Arjun Chatruth, 1998. "Futures Commitments and Exchange Rate Volatility," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(3&4), pages 501-520.
- Andreas Röthig & Carl Chiarella, 2007.
"Investigating nonlinear speculation in cattle, corn, and hog futures markets using logistic smooth transition regression models,"
Journal of Futures Markets,
John Wiley & Sons, Ltd., vol. 27(8), pages 719-737, 08.
- Andreas Röthig & Carl Chiarella, 2006. "Investigating Nonlinear Speculation in Cattle, Corn and Hog Futures Markets Using Logistic Smooth Transition Regression Models," Research Paper Series 172, Quantitative Finance Research Centre, University of Technology, Sydney.
- Röthig, Andreas & Chiarella, Carl, 2006. "Investigating nonlinear speculation in cattle, corn, and hog futures markets using logistic smooth transition regression models," Darmstadt Discussion Papers in Economics 167, Darmstadt University of Technology, Department of Law and Economics.
- Donald W.K. Andrews, 1990.
"Tests for Parameter Instability and Structural Change with Unknown Change Point,"
Cowles Foundation Discussion Papers
943, Cowles Foundation for Research in Economics, Yale University.
- Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-56, July.
- Bessembinder, Hendrik, 1992. "Systematic Risk, Hedging Pressure, and Risk Premiums in Futures Markets," Review of Financial Studies, Society for Financial Studies, vol. 5(4), pages 637-67.
- Bruce E. Hansen, 1995.
"Approximate Asymptotic P-Values for Structural Change Tests,"
Boston College Working Papers in Economics
297., Boston College Department of Economics.
- Hansen, Bruce E, 1997. "Approximate Asymptotic P Values for Structural-Change Tests," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 60-67, January.
- Jushan Bai, 1997. "Estimation Of A Change Point In Multiple Regression Models," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 551-563, November.
- Bessembinder, Hendrik & Seguin, Paul J, 1992. " Futures-Trading Activity and Stock Price Volatility," Journal of Finance, American Finance Association, vol. 47(5), pages 2015-34, December.
- Leuthold, Raymond M & Garcia, Philip & Lu, Richard, 1994. "The Returns and Forecasting Ability of Large Traders in the Frozen Pork Bellies Futures Market," The Journal of Business, University of Chicago Press, vol. 67(3), pages 459-73, July.
- Wang, Changyun, 2004. "Futures trading activity and predictable foreign exchange market movements," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 1023-1041, May.
- Hartzmark, Michael L, 1991. "Luck versus Forecast Ability: Determinants of Trader Performance in Futures Markets," The Journal of Business, University of Chicago Press, vol. 64(1), pages 49-74, January.
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