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Modeling and analysis of an agent-based model for Chinese stock market
Authors:Chun-Xia Yang  Rui Wang  Sen Hu
Institution:1. School of Information and Control, Nanjing University of Information Science and Technology, Nanjing 210044, China;2. Business College, Yancheng Teachers University, Yancheng 224000, China
Abstract:We constructed an agent-based stock market model which concisely describe investors? heterogeneity and adaptability by introducing price sensitivity and feedback time. Under different parameters, the peak and fat-tail property of return distribution is produced and the obtained statistic values coincide with empirical results: the center peak exponents range from ?0.787 to ?0.661, and the tail exponents range from ?4.29 to ?2.37. Besides, long-term correlation in volatility is examined by DFA1 method, and the obtained exponent α is 0.803, which also coincides with the exponent of 0.78 found in real market.
Keywords:Multi-agent  Order-driven  Artificial stock market model  Detrended fluctuation analysis
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