English

Volatility return intervals analysis of the Japanese market

Statistical Finance 2009-11-13 v1 Statistical Mechanics Physics and Society

Abstract

We investigate scaling and memory effects in return intervals between price volatilities above a certain threshold qq 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 τ\tau and its mean <τ><\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.

Keywords

Cite

@article{arxiv.0709.1725,
  title  = {Volatility return intervals analysis of the Japanese market},
  author = {Woo-Sung Jung and Fengzhong Wang and Shlomo Havlin and Taisei Kaizoji and Hie-Tae Moon and H. Eugene Stanley},
  journal= {arXiv preprint arXiv:0709.1725},
  year   = {2009}
}

Comments

11 pages