Literature DB >> 26565296

Modeling financial markets by self-organized criticality.

Alessio Emanuele Biondo1, Alessandro Pluchino2, Andrea Rapisarda2.   

Abstract

We present a financial market model, characterized by self-organized criticality, that is able to generate endogenously a realistic price dynamics and to reproduce well-known stylized facts. We consider a community of heterogeneous traders, composed by chartists and fundamentalists, and focus on the role of informative pressure on market participants, showing how the spreading of information, based on a realistic imitative behavior, drives contagion and causes market fragility. In this model imitation is not intended as a change in the agent's group of origin, but is referred only to the price formation process. We introduce in the community also a variable number of random traders in order to study their possible beneficial role in stabilizing the market, as found in other studies. Finally, we also suggest some counterintuitive policy strategies able to dampen fluctuations by means of a partial reduction of information.

Entities:  

Year:  2015        PMID: 26565296     DOI: 10.1103/PhysRevE.92.042814

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


  1 in total

1.  Evidence of self-organized criticality in time series by the horizontal visibility graph approach.

Authors:  Bardia Kaki; Nastaran Farhang; Hossein Safari
Journal:  Sci Rep       Date:  2022-10-07       Impact factor: 4.996

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.