Investor sentiment and return predictability in agricultural futures markets
This study examines the usefulness of trader-position-based sentiment index for forecasting future prices in six major agricultural futures markets. It has been found that large speculator sentiment forecasts price continuations. In contrast, large hedger sentiment predicts price reversals. Small trader sentiment hardly forecasts future market movements. An investigation was performed into various sentiment-based timing strategies, and it was found that the combination of extreme large trader sentiments provides the strongest timing signal. These results are generally consistent with the hedging-pressure theory, suggesting that hedgers pay risk premiums to transfer nonmarketable risks in futures markets. Moreover, it does not appear that large speculators in the futures markets possess any superior forecasting ability.
|Date of creation:||Jan 2000|
|Date of revision:||Sep 2002|
|Publication status:||Published in Journal of Futures Markets 10.21(2002): pp. 929-952|
|Contact details of provider:|| Postal: Ludwigstraße 33, D-80539 Munich, Germany|
Web page: https://mpra.ub.uni-muenchen.de
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- 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.
- Rockwell, Charles S., 1967. "Normal Backwardation, Forecasting, and the Return to Commodity Futures Traders," Food Research Institute Studies, Stanford University, Food Research Institute.
- White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-38, May.
- David Hirshleifer, 1988. "Residual Risk, Trading Costs, and Commodity Futures Risk Premia," Review of Financial Studies, Society for Financial Studies, vol. 1(2), pages 173-193.
- De Bondt, Werner P. M., 1993. "Betting on trends: Intuitive forecasts of financial risk and return," International Journal of Forecasting, Elsevier, vol. 9(3), pages 355-371, November.
- Stoll, Hans R., 1979.
"Commodity Futures and Spot Price Determination and Hedging in Capital Market Equilibrium,"
Journal of Financial and Quantitative Analysis,
Cambridge University Press, vol. 14(04), pages 873-894, November.
- Hans R. Stoll, . "Commodity Futures and Spot Price Determination and Hedging in Capital Market Equilibrium," Rodney L. White Center for Financial Research Working Papers 17-79, Wharton School Rodney L. White Center for Financial Research.
- Hirshleifer, David, 1990. "Hedging Pressure and Futures Price Movements in a General Equilibrium Model," Econometrica, Econometric Society, vol. 58(2), pages 411-28, March.
- Frans A. de Roon & Theo E. Nijman & Chris Veld, 2000.
"Hedging Pressure Effects in Futures Markets,"
Journal of Finance,
American Finance Association, vol. 55(3), pages 1437-1456, 06.
- Newey, Whitney & West, Kenneth, 2014.
"A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,"
Publishing House "SINERGIA PRESS", vol. 33(1), pages 125-132.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-08, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Chang, Eric C. & Michael Pinegar, J. & Schachter, Barry, 1997. "Interday variations in volume, variance and participation of large speculators," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 797-810, June.
- Dwight R. Sanders & Scott H. Irwin & Raymond M. Leuthold, 1997. "Noise Traders, Market Sentiment, and Futures Price Behavior," Finance 9707001, EconWPA.
- Chang, Eric C, 1985. " Returns to Speculators and the Theory of Normal Backwardation," Journal of Finance, American Finance Association, vol. 40(1), pages 193-208, March.
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