Hilbert-Huang Transform based multifractal analysis of China stock market

被引:25
|
作者
Li, Muyi [1 ,2 ]
Huang, Yongxiang [3 ]
机构
[1] Xiamen Univ, Sch Econ, Xiamen 361005, Peoples R China
[2] Xiamen Univ, Wang Yanan Inst Studies Econ, Xiamen 361005, Peoples R China
[3] Shanghai Univ, Shanghai Inst Appl Math & Mech, Shanghai Key Lab Mech Energy Engn, Shanghai 200072, Peoples R China
基金
中国国家自然科学基金;
关键词
Multifractal analysis; Empirical mode decomposition (EMD); Hilbert spectral analysis; Chinese stock fluctuation; EMPIRICAL MODE DECOMPOSITION; CRUDE-OIL PRICE; SCALING BEHAVIOR;
D O I
10.1016/j.physa.2014.03.047
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we employ the Hilbert-Huang Transform to investigate the multifractal character of Chinese stock market based on CSI 300 index. The measured Hilbert moment L-q(omega) shows a power-law behavior on the range 0.01 < omega < 0.1 min(-1), equivalent to a time scale range 10 < tau < 100 min. The measured scaling exponents zeta (q) is convex with q and deviates from the value q/2, implying that the property of self-similarity is broken. Moreover, zeta (q) and the corresponding singularity spectrum D(h) can be described by a lognormal model with a Hurst number H = 0.50 and an intermittency parameter mu = 0.12. Our results suggest that the Chinese stock fluctuation might be captured well by a multifractal random walk model with a proper intermittency parameter. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:222 / 229
页数:8
相关论文
共 50 条
  • [21] An analysis method for magnetotelluric data based on the Hilbert-Huang Transform
    Cai, Jian-Hua
    Tang, Jing-Tian
    Hua, Xi-Rui
    Gong, Yu-Rong
    EXPLORATION GEOPHYSICS, 2009, 40 (02) : 197 - 205
  • [22] Research of Acupuncturing Based on Hilbert-Huang Transform
    Li, Xiaoxia
    Guo, Xiumei
    Xu, Guizhi
    Shang, Xiukui
    LIFE SYSTEM MODELING AND INTELLIGENT COMPUTING, 2010, 6330 : 131 - +
  • [23] The summary of Hilbert-Huang transform
    Song Shi-De
    Yao Zhi-chao
    Wang Xiao-na
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: INFRARED IMAGING AND APPLICATIONS, 2013, 8907
  • [24] Trend Extraction Based on Hilbert-Huang Transform
    Yang, Zhijing
    Bingham, Chris
    Ling, Bingo Wing-Kuen
    Gallimore, Michael
    Stewart, Paul
    Zhang, Yu
    PROCEEDINGS OF THE 2012 8TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS & DIGITAL SIGNAL PROCESSING (CSNDSP), 2012,
  • [25] Pre-braking behaviors analysis based on hilbert-huang transform
    Wu, Bo
    Zhu, Yishui
    Dong, Ran
    Sato, Kiminori
    Ikuno, Soichiro
    Nishimura, Shoji
    Jin, Qun
    CCF TRANSACTIONS ON PERVASIVE COMPUTING AND INTERACTION, 2023, 5 (02) : 157 - 182
  • [26] Spectral Analysis of Familiar Human Voice Based On Hilbert-Huang Transform
    Gumelar, Agustinus Bimo
    Purnomo, Mauridhi Hery
    Yuniarno, Eko Mulyanto
    Sugiarto, Indar
    2018 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING, NETWORK AND INTELLIGENT MULTIMEDIA (CENIM), 2018, : 311 - 316
  • [27] Analysis of Rotor Rubbing Fault signal Based on Hilbert-Huang Transform
    Xiang Ling
    Tang Guiji
    Hu Aijun
    2009 INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, VOL I, 2009, : 586 - 589
  • [28] Hilbert-Huang transform based physiological signals analysis for emotion recognition
    Zong, Cong
    Chetouani, Mohamed
    2009 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT 2009), 2009, : 334 - 338
  • [29] Feature Analysis of Heart Sound Based on the Improved Hilbert-Huang Transform
    Liu, Lihan
    Wang, Haibin
    Wang, Yan
    Tao, Ting
    Wu, Xiaochen
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 6, 2010, : 378 - 381
  • [30] Analysis of the characteristics of gastrointestinal motility based on Hilbert-Huang transform method
    No.820 Laboratory, Department of Instrument, Shanghai Jiaotong University, Shanghai 200240, China
    High Technol Letters, 2008, 1 (30-34):