Multifractal analysis of China's agricultural commodity futures markets

被引:17
作者
Li, Zhihui [2 ]
Lu, Xinsheng [1 ]
机构
[1] Univ Jinan, Sch Econ, Jinan 250022, Peoples R China
[2] Northwest A&F Univ, Fac Econ & Management, Shannxi 712100, Peoples R China
来源
2010 INTERNATIONAL CONFERENCE ON ENERGY, ENVIRONMENT AND DEVELOPMENT (ICEED2010) | 2011年 / 5卷
关键词
Agricultural commodity futures; MF-DFA; Multifractality; Nonlinear temporal correlation; DETRENDED FLUCTUATION ANALYSIS; SPECULATIVE PRICES; TIME;
D O I
10.1016/j.egypro.2011.03.330
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
We investigate the multifractal characteristics of the volatility time series from China's agricultural commodity futures markets, using Multifractal Detrended Fluctuation Analysis and multifractal spectrum analysis. We find that prominent multifractal features exit in China's major agricultural commodity futures markets, including the Hard Winter Wheat (HW) futures, the Strong Gluten Wheat (SG) futures, Soy Bean (SB) futures and corn futures. Furthermore, the multifractality strength and multifractal spectrum width of HW futures are both bigger than that of SG, SB and corn futures, implying that the market risk for HW futures might be the strongest among all the four futures contracts. Finally, comparing empirical results of shuffling and surrogate data, we also find that nonlinear temporal correlations instead of non-Gaussian distribution constitute the major contributions in the formation of multifractal features in these four agricultural commodity futures markets. (C) 2011 Published by Elsevier Ltd. Selection and peer-review under responsibility of RIUDS
引用
收藏
页码:1920 / 1926
页数:7
相关论文
共 15 条
[1]   Multifractal Hurst analysis of crude oil prices [J].
Alvarez-Ramirez, J ;
Cisneros, M ;
Ibarra-Valdez, C ;
Soriano, A .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 313 (3-4) :651-670
[2]   Multifractal analysis on international crude oil markets based on the multifractal detrended fluctuation analysis [J].
Gu, Rongbao ;
Chen, Hongtao ;
Wang, Yudong .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2010, 389 (14) :2805-2815
[3]  
HURST HE, 1951, T AM SOC CIV ENG, V116, P770
[4]   Multifractal detrended fluctuation analysis of nonstationary time series [J].
Kantelhardt, JW ;
Zschiegner, SA ;
Koscielny-Bunde, E ;
Havlin, S ;
Bunde, A ;
Stanley, HE .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 316 (1-4) :87-114
[5]   VARIATION OF SOME OTHER SPECULATIVE PRICES [J].
MANDELBROT, B .
JOURNAL OF BUSINESS, 1967, 40 (04) :393-413
[6]   THE VARIATION OF CERTAIN SPECULATIVE PRICES [J].
MANDELBROT, B .
JOURNAL OF BUSINESS, 1963, 36 (04) :394-419
[7]  
Mandelbrot B., 1982, FRACTAL GEOMETRY NAT
[8]   A multifractal detrended fluctuation description of Iranian rial-US dollar exchange rate [J].
Norouzzadeh, P. ;
Rahmani, B. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 367 :328-336
[9]   MOSAIC ORGANIZATION OF DNA NUCLEOTIDES [J].
PENG, CK ;
BULDYREV, SV ;
HAVLIN, S ;
SIMONS, M ;
STANLEY, HE ;
GOLDBERGER, AL .
PHYSICAL REVIEW E, 1994, 49 (02) :1685-1689
[10]  
Peters E. E., 1994, Fractal Market Analysis: Applying Chaos Theory to Investment and Economics, V24