Literature DB >> 24483518

Reducing financial avalanches by random investments.

Alessio Emanuele Biondo1, Alessandro Pluchino2, Andrea Rapisarda2, Dirk Helbing3.   

Abstract

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.

Entities:  

Year:  2013        PMID: 24483518     DOI: 10.1103/PhysRevE.88.062814

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  3 in total

1.  Perfect Information vs Random Investigation: Safety Guidelines for a Consumer in the Jungle of Product Differentiation.

Authors:  Alessio Emanuele Biondo; Alfio Giarlotta; Alessandro Pluchino; Andrea Rapisarda
Journal:  PLoS One       Date:  2016-01-19       Impact factor: 3.240

2.  Exploring the role of interdisciplinarity in physics: Success, talent and luck.

Authors:  Alessandro Pluchino; Giulio Burgio; Andrea Rapisarda; Alessio Emanuele Biondo; Alfredo Pulvirenti; Alfredo Ferro; Toni Giorgino
Journal:  PLoS One       Date:  2019-06-26       Impact factor: 3.240

3.  Cross-correlation asymmetries and causal relationships between stock and market risk.

Authors:  Stanislav S Borysov; Alexander V Balatsky
Journal:  PLoS One       Date:  2014-08-27       Impact factor: 3.240

  3 in total

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