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Market instability and the size-variance relationship

We show that some key features of the behavior of mutual funds is accounted for by a stochastic model of proportional growth. We find that the negative dependence of the variance of funds’ growth rates on size is well described by an approximate power law. We discover that during periods of crisis t...

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Autores principales: Buldyrev, Sergey V., Flori, Andrea, Pammolli, Fabio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952383/
https://www.ncbi.nlm.nih.gov/pubmed/33707485
http://dx.doi.org/10.1038/s41598-021-84680-1
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author Buldyrev, Sergey V.
Flori, Andrea
Pammolli, Fabio
author_facet Buldyrev, Sergey V.
Flori, Andrea
Pammolli, Fabio
author_sort Buldyrev, Sergey V.
collection PubMed
description We show that some key features of the behavior of mutual funds is accounted for by a stochastic model of proportional growth. We find that the negative dependence of the variance of funds’ growth rates on size is well described by an approximate power law. We discover that during periods of crisis the volatility of the largest funds’ growth rates increases with respect to mid-sized funds. Our result reveals that a lower and flatter slope provides relevant information on the structure of the system. We find that growth rates volatility poorly depends on the size of the funds, thus questioning the benefits of diversification achieved by larger funds. Our findings show that the slope of the size-variance relationship can be used as a synthetic indicator to monitor the intensity of instabilities and systemic risk in financial markets.
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spelling pubmed-79523832021-03-12 Market instability and the size-variance relationship Buldyrev, Sergey V. Flori, Andrea Pammolli, Fabio Sci Rep Article We show that some key features of the behavior of mutual funds is accounted for by a stochastic model of proportional growth. We find that the negative dependence of the variance of funds’ growth rates on size is well described by an approximate power law. We discover that during periods of crisis the volatility of the largest funds’ growth rates increases with respect to mid-sized funds. Our result reveals that a lower and flatter slope provides relevant information on the structure of the system. We find that growth rates volatility poorly depends on the size of the funds, thus questioning the benefits of diversification achieved by larger funds. Our findings show that the slope of the size-variance relationship can be used as a synthetic indicator to monitor the intensity of instabilities and systemic risk in financial markets. Nature Publishing Group UK 2021-03-11 /pmc/articles/PMC7952383/ /pubmed/33707485 http://dx.doi.org/10.1038/s41598-021-84680-1 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Buldyrev, Sergey V.
Flori, Andrea
Pammolli, Fabio
Market instability and the size-variance relationship
title Market instability and the size-variance relationship
title_full Market instability and the size-variance relationship
title_fullStr Market instability and the size-variance relationship
title_full_unstemmed Market instability and the size-variance relationship
title_short Market instability and the size-variance relationship
title_sort market instability and the size-variance relationship
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952383/
https://www.ncbi.nlm.nih.gov/pubmed/33707485
http://dx.doi.org/10.1038/s41598-021-84680-1
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