Wheat futures prices have been playing an active role in China's agricultural price system since the contract's debut at the China Zhengzhou Commodity Exchange (CZCE). This paper analyzes CZCE wheat futures prices from 2000 to 2002 quantitatively. Results show the prices have unit root and time-varying variances. Alternative ARCH, GARCH, and ARMA models are fitted to the data resulting in the selection of AR(1), ARCH(2), and GARCH(1, 1) models. Comparisons of these three models indicate that ARCH/GARCH describes the prices better than ARMA model, and GARCH further improves upon ARCH. Out-of-sample prediction performance also confirms this result. (C) 2004 Elsevier Inc. All rights reserved.
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School of Economics, QuFu Normal University, RizhaoSchool of Economics, QuFu Normal University, Rizhao
Wang C.-H.
Wang L.-P.
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School of Economics, QuFu Normal University, RizhaoSchool of Economics, QuFu Normal University, Rizhao
Wang L.-P.
Gong W.-F.
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School of Economics, QuFu Normal University, Rizhao
School of Economics and Management, Nanjing University of Aeronautics and Astronautics, NanjingSchool of Economics, QuFu Normal University, Rizhao
Gong W.-F.
Zhang H.-X.
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School of Economics, QuFu Normal University, RizhaoSchool of Economics, QuFu Normal University, Rizhao
Zhang H.-X.
Liu X.
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School of Economics, QuFu Normal University, RizhaoSchool of Economics, QuFu Normal University, Rizhao
机构:
Cornell Univ, Dyson Sch Appl Econ & Management, Ithaca, NY 14853 USACornell Univ, Dyson Sch Appl Econ & Management, Ithaca, NY 14853 USA
Li, Shanjun
Xiao, Junji
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Chinese Univ Hong Kong, Dept Decis Sci & Managerial Econ, Shatin, Hong Kong, Peoples R ChinaCornell Univ, Dyson Sch Appl Econ & Management, Ithaca, NY 14853 USA
Xiao, Junji
Liu, Yimin
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Ford Motor Co, Dearborn, MI 48121 USACornell Univ, Dyson Sch Appl Econ & Management, Ithaca, NY 14853 USA