Literature DB >> 30011541

Stabilizing effect of volatility in financial markets.

Davide Valenti1,2, Giorgio Fazio3,4, Bernardo Spagnolo1,5,6.   

Abstract

In financial markets, greater volatility is usually considered to be synonymous with greater risk and instability. However, large market downturns and upturns are often preceded by long periods where price returns exhibit only small fluctuations. To investigate this surprising feature, here we propose using the mean first hitting time, i.e., the average time a stock return takes to undergo for the first time a large negative (crashes) or positive variation (rallies), as an indicator of price stability, and relate this to a standard measure of volatility. In an empirical analysis of daily returns for 1071 stocks traded in the New York Stock Exchange, we find that this measure of stability displays nonmonotonic behavior, with a maximum, as a function of volatility. Also, we show that the statistical properties of the empirical data can be reproduced by a nonlinear Heston model. This analysis implies that, contrary to conventional wisdom, not only high, but also low volatility values can be associated with higher instability in financial markets. This proposed measure of stability can be extremely useful in risk control.

Entities:  

Year:  2018        PMID: 30011541     DOI: 10.1103/PhysRevE.97.062307

Source DB:  PubMed          Journal:  Phys Rev E        ISSN: 2470-0045            Impact factor:   2.529


  5 in total

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2.  Between Nonlinearities, Complexity, and Noises: An Application on Portfolio Selection Using Kernel Principal Component Analysis.

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Journal:  Physica D       Date:  2020-12-23       Impact factor: 2.300

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Journal:  Eur Phys J B       Date:  2021-11-03       Impact factor: 1.500

5.  Market impact shapes competitive advantage of investment strategies in financial markets.

Authors:  Wen-Juan Xu; Li-Xin Zhong
Journal:  PLoS One       Date:  2022-02-03       Impact factor: 3.240

  5 in total

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