Modeling and analysis of an agent-based model for Chinese stock market

作者:Yang, Chun-Xia*; Wang, Rui; Hu, Sen
来源:Physics Letters, Section A: General, Atomic and Solid State Physics , 2013, 377(34-36): 2041-2046.
DOI:10.1016/j.physleta.2013.06.026

摘要

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 a is 0.803, which also coincides with the exponent of 0.78 found in real market.