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Voter interacting systems applied to Chinese stock markets

Authors :
Wang, Tiansong
Wang, Jun
Zhang, Junhuan
Fang, Wen
Source :
Mathematics & Computers in Simulation. Jul2011, Vol. 81 Issue 11, p2492-2506. 15p.
Publication Year :
2011

Abstract

Abstract: Applying the theory of statistical physics systems – the voter model, a random stock price model is modeled and studied in this paper, where the voter model is a continuous time Markov process. In this price model, for the different parameters values of the intensity λ, the lattice dimension d, the initial density θ, and the multivariate set (θ, λ), we discuss and analyze the statistical behaviors of the price model. Moreover, we investigate the power-law distributions, the long-term memory of returns and the volatility clustering phenomena for the Chinese stock indices. The database is from the indices of Shanghai and Shenzhen in the 6-year period from July 2002 to June 2008. Further, the comparisons of the empirical research and the simulation data are given. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
03784754
Volume :
81
Issue :
11
Database :
Academic Search Index
Journal :
Mathematics & Computers in Simulation
Publication Type :
Periodical
Accession number :
61488257
Full Text :
https://doi.org/10.1016/j.matcom.2011.03.013