TY - JOUR
T1 - A comparison of U.S and Chinese financial market microstructure
T2 - Heterogeneous agent-based multi-asset artificial stock markets approach
AU - Yang, Haijun
AU - Wang, Harry Jiannan
AU - Sun, Gui Ping
AU - Wang, Li
N1 - Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 2015.
PY - 2015/9/12
Y1 - 2015/9/12
N2 - The market microstructure literatures study how the traders work in the financial market. In this paper, we propose a novel heterogeneous agent-based multiasset artificial stock market based on Santa Fe Artificial Stock Market (SFI-ASM) to compare the financial market microstructure between U.S. and China. We first develop a set of new parameters for the single stock market simulation to improve the way that agents monitor the market and choose different strategies, which make our model closer to the real financial market. Secondly, we construct a multiple assets financial market by incorporating two new types of agents, namely, zero-intelligence agents and lessintelligence agents, and conduct simulations for different evolution speeds, strategies, and intelligence levels to achieve the optimal models of Chinese and U.S. financial markets before and after the financial crisis. Based on the simulation results, we present a comprehensive analysis of the market microstructure for the two financial markets.
AB - The market microstructure literatures study how the traders work in the financial market. In this paper, we propose a novel heterogeneous agent-based multiasset artificial stock market based on Santa Fe Artificial Stock Market (SFI-ASM) to compare the financial market microstructure between U.S. and China. We first develop a set of new parameters for the single stock market simulation to improve the way that agents monitor the market and choose different strategies, which make our model closer to the real financial market. Secondly, we construct a multiple assets financial market by incorporating two new types of agents, namely, zero-intelligence agents and lessintelligence agents, and conduct simulations for different evolution speeds, strategies, and intelligence levels to achieve the optimal models of Chinese and U.S. financial markets before and after the financial crisis. Based on the simulation results, we present a comprehensive analysis of the market microstructure for the two financial markets.
KW - Agent-based model
KW - Heterogeneous agent
KW - Microstructure
KW - Multi-asset artificial stock market
UR - https://www.scopus.com/pages/publications/84983413964
U2 - 10.1007/s00191-015-0424-6
DO - 10.1007/s00191-015-0424-6
M3 - 文章
AN - SCOPUS:84983413964
SN - 0936-9937
VL - 25
SP - 901
EP - 924
JO - Journal of Evolutionary Economics
JF - Journal of Evolutionary Economics
IS - 5
ER -