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Spread of risk across financial markets: better to invest in the peripheries

Risk is not uniformly spread across financial markets and this fact can be exploited to reduce investment risk contributing to improve global financial stability. We discuss how, by extracting the dependency structure of financial equities, a network approach can be used to build a well-diversified...

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Detalles Bibliográficos
Autores principales: Pozzi, F., Di Matteo, T., Aste, T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3627193/
https://www.ncbi.nlm.nih.gov/pubmed/23588852
http://dx.doi.org/10.1038/srep01665
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author Pozzi, F.
Di Matteo, T.
Aste, T.
author_facet Pozzi, F.
Di Matteo, T.
Aste, T.
author_sort Pozzi, F.
collection PubMed
description Risk is not uniformly spread across financial markets and this fact can be exploited to reduce investment risk contributing to improve global financial stability. We discuss how, by extracting the dependency structure of financial equities, a network approach can be used to build a well-diversified portfolio that effectively reduces investment risk. We find that investments in stocks that occupy peripheral, poorly connected regions in financial filtered networks, namely Minimum Spanning Trees and Planar Maximally Filtered Graphs, are most successful in diversifying, improving the ratio between returns' average and standard deviation, reducing the likelihood of negative returns, while keeping profits in line with the general market average even for small baskets of stocks. On the contrary, investments in subsets of central, highly connected stocks are characterized by greater risk and worse performance. This methodology has the added advantage of visualizing portfolio choices directly over the graphic layout of the network.
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spelling pubmed-36271932013-04-16 Spread of risk across financial markets: better to invest in the peripheries Pozzi, F. Di Matteo, T. Aste, T. Sci Rep Article Risk is not uniformly spread across financial markets and this fact can be exploited to reduce investment risk contributing to improve global financial stability. We discuss how, by extracting the dependency structure of financial equities, a network approach can be used to build a well-diversified portfolio that effectively reduces investment risk. We find that investments in stocks that occupy peripheral, poorly connected regions in financial filtered networks, namely Minimum Spanning Trees and Planar Maximally Filtered Graphs, are most successful in diversifying, improving the ratio between returns' average and standard deviation, reducing the likelihood of negative returns, while keeping profits in line with the general market average even for small baskets of stocks. On the contrary, investments in subsets of central, highly connected stocks are characterized by greater risk and worse performance. This methodology has the added advantage of visualizing portfolio choices directly over the graphic layout of the network. Nature Publishing Group 2013-04-16 /pmc/articles/PMC3627193/ /pubmed/23588852 http://dx.doi.org/10.1038/srep01665 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/
spellingShingle Article
Pozzi, F.
Di Matteo, T.
Aste, T.
Spread of risk across financial markets: better to invest in the peripheries
title Spread of risk across financial markets: better to invest in the peripheries
title_full Spread of risk across financial markets: better to invest in the peripheries
title_fullStr Spread of risk across financial markets: better to invest in the peripheries
title_full_unstemmed Spread of risk across financial markets: better to invest in the peripheries
title_short Spread of risk across financial markets: better to invest in the peripheries
title_sort spread of risk across financial markets: better to invest in the peripheries
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3627193/
https://www.ncbi.nlm.nih.gov/pubmed/23588852
http://dx.doi.org/10.1038/srep01665
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