Return intervals analysis of the Hongkong stock market
被引:52
|
作者:
Zhang, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Hebei Univ Engn, Coll Sci, Handan, Peoples R ChinaHebei Univ Engn, Coll Sci, Handan, Peoples R China
Zhang, Hong
[1
]
Wang, Nianpeng
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机构:
Hebei Univ Engn, Coll Sci, Handan, Peoples R ChinaHebei Univ Engn, Coll Sci, Handan, Peoples R China
Wang, Nianpeng
[1
]
Dong, Keqiang
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机构:
Beijing Jiatong Univ, Sch Sci, Beijing, Peoples R ChinaHebei Univ Engn, Coll Sci, Handan, Peoples R China
Dong, Keqiang
[2
]
机构:
[1] Hebei Univ Engn, Coll Sci, Handan, Peoples R China
[2] Beijing Jiatong Univ, Sch Sci, Beijing, Peoples R China
来源:
PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL I
|
2009年
关键词:
Hurst exponent;
Return intervals;
Time series analysis;
Rescaled range;
Long-range correlation;
FINANCIAL TIME-SERIES;
STATISTICAL PHYSICS;
HURST EXPONENT;
D O I:
10.1109/CINC.2009.108
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
In this paper, we analyze the Hang Seng Index data for the 22-year period, from December 31, 1986, to June 6, 2008 in the Hongkong stock market, a total of 5315 trading days. Using rescaled range method, we study how the threshold value q affects the correlations of the return intervals r(tau) between events above a certain threshold q. We find that: i) both return intervals obtained by different threshold q and the original series are arranged in long-range dependence behavior; ii) the correlations of the return intervals grow stronger when the threshold q is larger.
机构:
Asia Univ, Dept Finance, Taichung 41354, Taiwan
China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung 40402, TaiwanAsia Univ, Dept Finance, Taichung 41354, Taiwan
机构:Boston Univ, Ctr Polymer Studies, Dept Phys, Boston, MA 02215 USA
Wang, Fengzhong
Yamasaki, Kazuko
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机构:
Boston Univ, Ctr Polymer Studies, Dept Phys, Boston, MA 02215 USA
Tokyo Univ Informat Sci, Dept Environm Sci, Chiba 2658501, JapanBoston Univ, Ctr Polymer Studies, Dept Phys, Boston, MA 02215 USA
Yamasaki, Kazuko
Havlin, Shlomo
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机构:
Boston Univ, Ctr Polymer Studies, Dept Phys, Boston, MA 02215 USA
Bar Ilan Univ, Minerva Ctr, Dept Phys, IL-52900 Ramat Gan, IsraelBoston Univ, Ctr Polymer Studies, Dept Phys, Boston, MA 02215 USA
Havlin, Shlomo
Stanley, H. Eugene
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机构:
Boston Univ, Ctr Polymer Studies, Dept Phys, Boston, MA 02215 USABoston Univ, Ctr Polymer Studies, Dept Phys, Boston, MA 02215 USA
机构:
Otsuma Womens Univ, Fac Social Informat Studies, Chiyoda Ku, 12 Sanban Cho, Tokyo 1028357, JapanOtsuma Womens Univ, Fac Social Informat Studies, Chiyoda Ku, 12 Sanban Cho, Tokyo 1028357, Japan
Ochiai, Tomoshiro
Nacher, Jose C.
论文数: 0引用数: 0
h-index: 0
机构:
Toho Univ, Dept Informat Sci, Fac Sci, Miyama 2-2-1, Funabashi, Chiba 2748510, JapanOtsuma Womens Univ, Fac Social Informat Studies, Chiyoda Ku, 12 Sanban Cho, Tokyo 1028357, Japan