Empirical distributions of Chinese stock returns at different microscopic timescales

被引:73
作者
Gu, Gao-Feng [1 ,2 ]
Chen, Wei [3 ]
Zhou, Wei-Xing [1 ,2 ,4 ,5 ]
机构
[1] E China Univ Sci & Technol, Sch Business, Shanghai 200237, Peoples R China
[2] E China Univ Sci & Technol, Sch Sci, Shanghai 200237, Peoples R China
[3] Shenzhen Stock Exchange, Shenzhen 518010, Peoples R China
[4] E China Univ Sci & Technol, Res Ctr Econophys, Shanghai 200237, Peoples R China
[5] E China Univ Sci & Technol, Res Ctr Syst Engn, Shanghai 200237, Peoples R China
基金
中国国家自然科学基金;
关键词
econophysics; probability distribution; Chinese stocks; ultra-high-frequency data; order book and order flow; inverse cubic law; power-law tail;
D O I
10.1016/j.physa.2007.10.012
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study the distributions of event-time returns and clock-time returns at different microscopic timescales using ultra-high-frequency data extracted from the limit-order books of 23 stocks traded in the Chinese stock market in 2003. We find that the returns at the one-trade timescale obey the inverse cubic law. For larger timescales (2-32 trades and 1-5 min), the returns follow the Student distribution with power-law tails. With the decrease in timescale, the tail becomes fatter, which is consistent with the variational theory in Turbulence. (C) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:495 / 502
页数:8
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