Reducing financial avalanches by random investments

被引:36
作者
Biondo, Alessio Emanuele [1 ]
Pluchino, Alessandro [2 ,3 ]
Rapisarda, Andrea [2 ,3 ]
Helbing, Dirk [4 ]
机构
[1] Univ Catania, Dipartimento Econ & Impresa, I-95129 Catania, Italy
[2] Univ Catania, Dipartimento Fis & Astron, I-95123 Catania, Italy
[3] Ist Nazl Fis Nucl, Sez Catania, I-95123 Catania, Italy
[4] ETH, CH-8092 Zurich, Switzerland
基金
欧洲研究理事会;
关键词
SELF-ORGANIZED CRITICALITY; SOCIAL-INFLUENCE; MONETARY-POLICY; MODEL; EXPECTATIONS; STRATEGIES; MARKETS; BUBBLES;
D O I
10.1103/PhysRevE.88.062814
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Building on similarities between earthquakes and extreme financial events, we use a self-organized criticality-generating model to study herding and avalanche dynamics in financial markets. We consider a community of interacting investors, distributed in a small-world network, who bet on the bullish (increasing) or bearish (decreasing) behavior of the market which has been specified according to the S&P 500 historical time series. Remarkably, we find that the size of herding-related avalanches in the community can be strongly reduced by the presence of a relatively small percentage of traders, randomly distributed inside the network, who adopt a random investment strategy. Our findings suggest a promising strategy to limit the size of financial bubbles and crashes. We also obtain that the resulting wealth distribution of all traders corresponds to the well-known Pareto power law, while that of random traders is exponential. In other words, for technical traders, the risk of losses is much greater than the probability of gains compared to those of random traders.
引用
收藏
页数:7
相关论文
共 64 条
[1]  
[Anonymous], UNPUB
[2]  
[Anonymous], PHYS FINANCIAL MARKE
[3]  
[Anonymous], UNPUB
[4]  
[Anonymous], 1896, Cours dEconomie Politique
[5]  
[Anonymous], UNPUB
[6]  
[Anonymous], J PORTFOLIO MANAGE
[7]  
[Anonymous], SCAND J EC
[8]  
[Anonymous], RAND J EC
[9]  
[Anonymous], INTRO ECONOPHYSICS C
[10]  
[Anonymous], 2009, Animal spirits