DocumentCode :
1621298
Title :
Exploring Risks of Financial Markets through Agent-Based Modeling
Author :
Takahashi, Hiroshi ; Terano, Takao
Author_Institution :
Graduate Sch. of Humanities & Social Sci., Okayama Univ.
fYear :
2006
Firstpage :
939
Lastpage :
942
Abstract :
To investigate the risks of financial markets is one of the critical issues in risk management. This paper proposes an agent-based model to clarify microscopic and macroscopic links between investor behaviors and price fluctuations in a financial market. The analysis presented in the paper focuses on the role that investors´ overconfidence plays in the financial market. From the simulation study of the agent-based virtual market, we have found that (1) overconfident investors emerge in a bottom-up fashion in the market, and (2) these overconfident investors have the ability to contribute to the market, in which the trading prices are coincide with theoretical fundamental values
Keywords :
decision making; multi-agent systems; risk management; stock markets; agent-based modeling; agent-based virtual market; decision making; financial market; macroscopic link; microscopic link; risk management; Computational intelligence; Decision making; Economic forecasting; Finance; Fluctuations; Inverse problems; Investments; Microscopy; Multiagent systems; Risk management; Behavioral Economics; Finance Risk Management; Inverse Simulation; Multi-Agent System; Overconfidence Investors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
Type :
conf
DOI :
10.1109/SICE.2006.315648
Filename :
4109091
Link To Document :
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