Volatility return intervals analysis of the Japanese market

被引:34
|
作者
Jung, W. -S. [1 ,2 ,3 ,4 ]
Wang, F. Z. [1 ,2 ]
Havlin, S. [1 ,2 ,5 ,6 ]
Kaizoji, T. [7 ]
Moon, H. -T. [3 ,4 ]
Stanley, H. E. [1 ,2 ]
机构
[1] Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
[2] Boston Univ, Dept Phys, Boston, MA 02215 USA
[3] Korea Adv Inst Sci & Technol, Ctr Complex Syst, Taejon 305701, South Korea
[4] Korea Adv Inst Sci & Technol, Dept Phys, Taejon 305701, South Korea
[5] Bar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
[6] Bar Ilan Univ, Minerva Ctr, IL-52900 Ramat Gan, Israel
[7] Int Christian Univ, Div Social Sci, Tokyo 1818585, Japan
来源
EUROPEAN PHYSICAL JOURNAL B | 2008年 / 62卷 / 01期
关键词
D O I
10.1140/epjb/e2008-00123-0
中图分类号
O469 [凝聚态物理学];
学科分类号
070205 ;
摘要
We investigate scaling and memory effects in return intervals between price volatilities above a certain threshold q for the Japanese stock market using daily and intraday data sets. We find that the distribution of return intervals can be approximated by a scaling function that depends only on the ratio between the return interval tau and its mean <tau >. We also find memory effects such that a large (or small) return interval follows a large (or small) interval by investigating the conditional distribution and mean return interval. The results are similar to previous studies of other markets and indicate that similar statistical features appear in different financial markets. We also compare our results between the period before and after the big crash at the end of 1989. We find that scaling and memory effects of the return intervals show similar features although the statistical properties of the returns are different.
引用
收藏
页码:113 / 119
页数:7
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