Literature DB >> 32249781

A behavioral approach to instability pathways in financial markets.

Alessandro Spelta1,2, Andrea Flori3, Nicolò Pecora4, Sergey Buldyrev5, Fabio Pammolli6,3.   

Abstract

We introduce an indicator that aims to detect the emergence of market instabilities by quantifying the intensity of self-organizing processes arising from stock returns' co-movements. In financial markets, phenomena like imitation, herding and positive feedbacks characterize the emergence of endogenous instabilities, which can modify the qualitative and quantitative behavior of the underlying system. The impossibility to formalize ex-ante the dynamic laws that rule the evolution of financial systems motivates the use of a parsimonious synthetic indicator to detect the disruption of an existing equilibrium configuration. Here we show that the emergence of an interconnected sub-graph of stock returns co-movements from a broader market index is a signal of an out-of-equilibrium transition of the underlying system. To test the validity of our approach, we propose a model-free application that builds on the identification of up and down market phases.

Entities:  

Year:  2020        PMID: 32249781      PMCID: PMC7136275          DOI: 10.1038/s41467-020-15356-z

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  11 in total

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Review 5.  Early-warning signals for critical transitions.

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Journal:  Nature       Date:  2009-09-03       Impact factor: 49.962

6.  Herd behavior in a complex adaptive system.

Authors:  Li Zhao; Guang Yang; Wei Wang; Yu Chen; J P Huang; Hirotada Ohashi; H Eugene Stanley
Journal:  Proc Natl Acad Sci U S A       Date:  2011-08-29       Impact factor: 11.205

Review 7.  Anticipating critical transitions.

Authors:  Marten Scheffer; Stephen R Carpenter; Timothy M Lenton; Jordi Bascompte; William Brock; Vasilis Dakos; Johan van de Koppel; Ingrid A van de Leemput; Simon A Levin; Egbert H van Nes; Mercedes Pascual; John Vandermeer
Journal:  Science       Date:  2012-10-19       Impact factor: 47.728

8.  The price of complexity in financial networks.

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9.  Methods for detecting early warnings of critical transitions in time series illustrated using simulated ecological data.

Authors:  Vasilis Dakos; Stephen R Carpenter; William A Brock; Aaron M Ellison; Vishwesha Guttal; Anthony R Ives; Sonia Kéfi; Valerie Livina; David A Seekell; Egbert H van Nes; Marten Scheffer
Journal:  PLoS One       Date:  2012-07-17       Impact factor: 3.240

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2.  Market instability and the size-variance relationship.

Authors:  Sergey V Buldyrev; Andrea Flori; Fabio Pammolli
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3.  The impact of the SARS-CoV-2 pandemic on financial markets: a seismologic approach.

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4.  Loss of structural balance in stock markets.

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