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Cluster behavior of a simple model in financial markets

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成果类型:
期刊论文
作者:
Jiang, J.*;Li, W.;Cai, X.
通讯作者:
Jiang, J.
作者机构:
[Li, W.; Cai, X.; Jiang, J.] Hua Zhong Cent China Normal Univ, Inst Particle Phys, Complex Sci Ctr, Wuhan 430079, Peoples R China.
[Li, W.] Max Planck Inst Math Sci, D-04103 Leipzig, Germany.
通讯机构:
[Jiang, J.] H
Hua Zhong Cent China Normal Univ, Inst Particle Phys, Complex Sci Ctr, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
cluster behavior;liquidity parameter;scale-free networks;power-law scaling;financial markets
期刊:
Physica A-Statistical Mechanics and its Applications
ISSN:
0378-4371
年:
2008
卷:
387
期:
2-3
页码:
528-536
机构署名:
本校为第一且通讯机构
摘要:
We investigate the cluster behavior of financial markets within the framework of a model based on a scale-free network. In this model, a cluster is formed by connected agents that are in the same state. The cumulative distribution of clusters is found to be a power-law. We find that the probability distribution of the liquidity parameter, which measures the financial markets' energy, is rather robust. Furthermore, the time series of the liquidity parameter have the characteristics of 1 / f noise, which may indicate the fractal geomet...

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