How High Frequency Trading Affects a Market Index

作者: Dror Y. Kenett , Eshel Ben-Jacob , H. Eugene Stanley , Gitit gur-Gershgoren

DOI: 10.1038/SREP02110

关键词:

摘要: The relationship between a market index and its constituent stocks is complicated. While an weighted average of stocks, when the investigated time scale one day or longer has been found to have stronger effect on than vice versa. We explore how this interaction changes in short scales using high frequency data. Using correlation-based analysis approach, we find that influence index. These findings implications for trading suggest price should be published shorter scales, as close possible those actual transaction scale.

参考文章(45)
D. Y. Kenett, , Y. Shapira, G. Gur - Gershgoren, E. Ben - Jacob, , , , , Index cohesive force analysis of the U.S. stock market Journal of Engineering Science and Technology Review. ,vol. 4, pp. 218- 223 ,(2011) , 10.25103/JESTR.043.03
Yoan Hassid, Lisa Borland, Market panic on different time-scales arXiv: Statistical Finance. ,(2010)
M Potters, R Cont, J.-P Bouchaud, Financial markets as adaptive systems EPL. ,vol. 41, pp. 239- 244 ,(1998) , 10.1209/EPL/I1998-00136-9
Dror Y. Kenett, Michele Tumminello, Asaf Madi, Gitit Gur-Gershgoren, Rosario N. Mantegna, Eshel Ben-Jacob, Dominating Clasp of the Financial Sector Revealed by Partial Correlation Analysis of the Stock Market PLoS ONE. ,vol. 5, pp. e15032- 14 ,(2010) , 10.1371/JOURNAL.PONE.0015032
Charles A.E. Goodhart, Maureen O'Hara, High frequency data in financial markets: Issues and applications Journal of Empirical Finance. ,vol. 4, pp. 73- 114 ,(1997) , 10.1016/S0927-5398(97)00003-0
Zhi-Qiang Jiang, Wei Chen, Wei-Xing Zhou, Scaling in the distribution of intertrade durations of Chinese stocks Physica A-statistical Mechanics and Its Applications. ,vol. 387, pp. 5818- 5825 ,(2008) , 10.1016/J.PHYSA.2008.06.039
Emeric Balogh, Ingve Simonsen, Bálint Zs. Nagy, Zoltán Néda, Persistent collective trend in stock markets Physical Review E. ,vol. 82, pp. 066113- ,(2010) , 10.1103/PHYSREVE.82.066113
Lev Muchnik, Armin Bunde, Shlomo Havlin, Long term memory in extreme returns of financial time series Physica A-statistical Mechanics and Its Applications. ,vol. 388, pp. 4145- 4150 ,(2009) , 10.1016/J.PHYSA.2009.05.046
Tobias Preis, Simulating the microstructure of financial markets Journal of Physics: Conference Series. ,vol. 221, pp. 012019- ,(2010) , 10.1088/1742-6596/221/1/012019
Anna Carbone, Giuliano Castelli, Scaling properties of long-range correlated noisy signals: appplication to financial markets SPIE's First International Symposium on Fluctuations and Noise. ,vol. 5114, pp. 406- 414 ,(2003) , 10.1117/12.497039