Literature DB >> 23410385

Financial price dynamics and pedestrian counterflows: a comparison of statistical stylized facts.

Daniel R Parisi1, Didier Sornette, Dirk Helbing.   

Abstract

We propose and document the evidence for an analogy between the dynamics of granular counterflows in the presence of bottlenecks or restrictions and financial price formation processes. Using extensive simulations, we find that the counterflows of simulated pedestrians through a door display eight stylized facts observed in financial markets when the density around the door is compared with the logarithm of the price. Finding so many stylized facts is very rare indeed among all agent-based models of financial markets. The stylized properties are present when the agents in the pedestrian model are assumed to display a zero-intelligent behavior. If agents are given decision-making capacity and adapt to partially follow the majority, periods of herding behavior may additionally occur. This generates the very slow decay of the autocorrelation of absolute return due to an intermittent dynamics. Our findings suggest that the stylized facts in the fluctuations of the financial prices result from a competition of two groups with opposite interests in the presence of a constraint funneling the flow of transactions to a narrow band of prices with limited liquidity.

Mesh:

Year:  2013        PMID: 23410385     DOI: 10.1103/PhysRevE.87.012804

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


  1 in total

1.  Pedestrian dynamics at the running of the bulls evidence an inaccessible region in the fundamental diagram.

Authors:  Daniel R Parisi; Alan G Sartorio; Joaquín R Colonnello; Angel Garcimartín; Luis A Pugnaloni; Iker Zuriguel
Journal:  Proc Natl Acad Sci U S A       Date:  2021-12-14       Impact factor: 12.779

  1 in total

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