中文版 | English
题名

How Market Intervention can Prevent Bubbles and Crashes: An Agent Based Modelling Approach

作者
通讯作者Westphal, Rebecca
发表日期
2023-09-01
DOI
发表期刊
ISSN
0927-7099
EISSN
1572-9974
摘要

Using a previously validated agent-based model with fundamentalists and chartists, we investigate the usefulness and impact of direct market intervention. The policy maker diagnoses bubbles by forming an expectation of the future returns, then invests in burgeoning bubbles to develop a sufficient inventory of the risky asset in order to be able to sell adequate amounts of the overpriced asset later countercyclically to fight market exuberance. Preventing bubbles and crashes, this market intervention improves all analysed market return metrics, volatility, skewness, kurtosis and VaR, without affecting long-term growth. This increases the Sharpe ratios of noise traders and of fundamentalists by approximately 28% and 45% respectively. The results are robust even for substantially miscalibrated long-term expected returns.

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语种
英语
学校署名
其他
WOS研究方向
Business & Economics ; Mathematics
WOS类目
Economics ; Management ; Mathematics, Interdisciplinary Applications
WOS记录号
WOS:001075005200001
出版者
来源库
Web of Science
引用统计
被引频次[WOS]:2
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/575868
专题前沿与交叉科学研究院
前沿与交叉科学研究院_风险分析预测与管控研究院
作者单位
1.Swiss Fed Inst Technol, Dept Management Technol & Econ, Scheuchzerstr 7, CH-8092 Zurich, Switzerland
2.Southern Univ Sci & Technol, Acad Adv Interdisciplinary Studies, Inst Risk Anal Predict & Management, Shenzhen 518055, Peoples R China
3.Tokyo Inst Technol, Tokyo Tech World Res Hub Initiat WRHI, Inst Innovat Res, Tokyo, Japan
推荐引用方式
GB/T 7714
Westphal, Rebecca,Sornette, Didier. How Market Intervention can Prevent Bubbles and Crashes: An Agent Based Modelling Approach[J]. COMPUTATIONAL ECONOMICS,2023.
APA
Westphal, Rebecca,&Sornette, Didier.(2023).How Market Intervention can Prevent Bubbles and Crashes: An Agent Based Modelling Approach.COMPUTATIONAL ECONOMICS.
MLA
Westphal, Rebecca,et al."How Market Intervention can Prevent Bubbles and Crashes: An Agent Based Modelling Approach".COMPUTATIONAL ECONOMICS (2023).
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