Title :
The Optimization Hedging Model Based on the Combination Forecast Method
Author :
Zhi, Hongyan ; Yang, Zhongyuan
Author_Institution :
Coll. of Math. & Comput. Sci., China Univ. of Pet., Dongying, China
Abstract :
In this paper, the combination forecast method is presented by using minimizing the Theil-coefficient of the ARCH and GARCH and ARIMA method. The prices of cash and futures are forecasted combination forecast method. The optimal minimum variance hedging ratio is obtained by using the combination forecast results. The contribution is that combination forecast method combines the advantages of the single forecast method, and to avoid the shortcomings of a single forecast method. The predicting precision could be raised, which contribute to the decision making of hedger and enhancing the hedging effectiveness.
Keywords :
autoregressive moving average processes; commodity trading; decision making; decision theory; economic forecasting; minimisation; risk analysis; share prices; ARCH; ARIMA; GARCH; Theil coefficient; cash price; combination forecast method; decision making; futures price; minimization; optimal minimum variance hedging ratio model; optimization; risk analysis; single forecast method; Computational intelligence; Economic forecasting; Educational institutions; Electronic commerce; Electronic mail; Mathematical model; Mathematics; Optimization methods; Petroleum; Predictive models; combination forecast; futures; futures hedging; hedge ratio;
Conference_Titel :
Electronic Commerce and Business Intelligence, 2009. ECBI 2009. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3661-3
DOI :
10.1109/ECBI.2009.17