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