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Research on the GARCH generation mechanism with experiment, artificial market and simulation.

Research on the GARCH generation mechanism with experiment, artificial market and simulation.
通过实验、人工市场和模拟研究GARCH生成机制。
批准号:
22330097
负责人:
SUSAI Masayuki
金额:
$10.73万
依托单位:
依托单位国家:
日本
项目类别:
Grant-in-Aid for Scientific Research (B)
财政年份:
2010
资助国家:
日本
项目状态:
已结题
起止时间:
2010-04-01 至 2014-03-31

项目摘要

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中文摘要
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英文摘要
As we know, GARCH effect is typical phenomenon in financial markets. But we do not confirm the factors that induce GACRH effect. Thus, we started to search the factors for generating GARCH effect with focusing on dealers' behavioral feature and information structure in the market.On the basis of empirical results, we construct artificial market with the agents who have the information on the asset price that they trade and high information analyze ability. When we control the number of highly informed and high analytical ability agents in the market, we find that GARCH effect is becoming strong as the number of thees agents increases. From this result, we confirm that market structure that means the proportion of highly informed and high analytical agents is a source of GARCH effect.
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会议论文
DOI: --
发表时间: 2011
期刊:
影响因子: --
作者: [Masayuki Susai, Shigeru Uchida]
通讯作者: Shigeru Uchida
DOI: --
发表时间: 2013
期刊: 電気学会論文誌C
影响因子: --
作者: [湯浅辰丸, 鳥海不二夫]
通讯作者: 鳥海不二夫
人工市場を用いた予測市場の予測メカニズムの分析
利用人工市场分析预测市场的预测机制
DOI: --
发表时间: 2012
期刊: 人工知能学会論文誌
影响因子: --
作者: [鳥海不二夫, 石井健一郎]
通讯作者: 石井健一郎
Market Participant Estimation by Using Artificial Market Advances in Practical Multi-Agent Systems
利用实际多代理系统中的人工市场进展来估计市场参与者
DOI: --
发表时间: 2010
期刊: Studies in Computational Intelligence
影响因子: --
作者: [Fujio Toriumi, Kiyoshi Izumi and Hiroki Matsui]
通讯作者: Kiyoshi Izumi and Hiroki Matsui
31
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    • 批准号:
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    • 项目类别:
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    • 资助金额:
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    • 财政年份:
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    • 负责人:
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