The Optimization Hedging Model Based on the Combination Forecast Method

被引:0
|
作者
Zhi, Hongyan [1 ]
Yang, Zhongyuan [2 ]
机构
[1] China Univ Petr, Coll Math & Computat Sci, Dongying, Shandong, Peoples R China
[2] Dalian Bank, Dalian, Peoples R China
关键词
futures; futures hedging; combination forecast; hedge ratio; FUTURES; VARIANCE; RATIOS;
D O I
10.1109/ECBI.2009.17
中图分类号
F [经济];
学科分类号
02 ;
摘要
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.
引用
收藏
页码:265 / +
页数:2
相关论文
共 50 条
  • [31] MODEL BASED ON COMBINATION OF PREDICTORS FOR SHORT-TERM LOAD FORECAST
    Moreira, Max Olinto
    Salgado, Ricardo Menezes
    Ohishi, Takaaki
    Ferreira, Eric Batista
    REVISTA GEINTEC-GESTAO INOVACAO E TECNOLOGIAS, 2011, 1 (02): : 20 - 31
  • [32] Interval Combination Forecast Model Based on Arithmetic Average Approach Degree
    Wang, Fengxiao
    PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, COMPUTER AND SOCIETY (EMCS 2017), 2017, 61 : 1682 - 1687
  • [33] Short term forecast of metal prices: Commercial application for operation on forwards and optimization the hedging
    Arlyuk, Boris
    Sohn International Symposium Advanced Processing of Metals and Materials, Vol 9: LEGAL, MANAGEMENT AND ENVIRONMENTAL ISSUES, 2006, : 483 - 483
  • [34] The Research on Combination Forecast Method of Order Quantity Based on Grey Neural Network
    Zhou Yewang
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
  • [35] A Forecast Optimization method based on Multi-Echelon Supply Chain
    Yang Song
    Shi PengHui
    Chi JianWei
    ADVANCES IN APPLIED SCIENCES AND MANUFACTURING, PTS 1 AND 2, 2014, 850-851 : 1065 - +
  • [36] Combination Forecast Method of the Output of Grain Based on the Exponential Smoothing and Differential Treatment
    Fu, Hong-liang
    Wang, Shao-hang
    Li, Chao
    Cao, Pei-ge
    Yang, Tie-jun
    2ND INTERNATIONAL CONFERENCE ON APPLIED MECHANICS, ELECTRONICS AND MECHATRONICS ENGINEERING (AMEME), 2017, : 399 - 403
  • [37] The Demand Prediction of Highway Freight Volume in Tangshan Based on the Combination Forecast Method
    Cao Zhengping
    Zhang Jun
    Jin Hao
    Proceedings of the 11th Euro-Asia Conference on Environment and CSR: Tourism, Society and Education Session (Part III), 2015, : 33 - 38
  • [38] Forecast combination-based forecast reconciliation: Insights and extensions
    Di Fonzo, Tommaso
    Girolimetto, Daniele
    INTERNATIONAL JOURNAL OF FORECASTING, 2024, 40 (02) : 490 - 514
  • [39] The Complete Grey Combination Forecast Method of GDP
    Leng Chongchong
    Zhao Mingqing
    CONTEMPORARY INNOVATION AND DEVELOPMENT IN STATISTICAL SCIENCE, 2012, : 558 - 562
  • [40] Research on Screening Methods of Single Forecast Model for Combination Forecast Modeling
    Han Dongmei
    Zhou Yin
    2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 4916 - 4919