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A model for foreign exchange markets based on glassy Brownian systems
In this work we extend a well-known model from arrested physical systems, and employ it in order to efficiently depict different currency pairs of foreign exchange market price fluctuation distributions. We consider the exchange rate price in the time range between 2010 and 2016 at yearly time inter...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5716550/ https://www.ncbi.nlm.nih.gov/pubmed/29206868 http://dx.doi.org/10.1371/journal.pone.0188814 |
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author | Sánchez-Granero, M. A. Trinidad-Segovia, J. E. Clara-Rahola, J. Puertas, A. M. De las Nieves, F. J. |
author_facet | Sánchez-Granero, M. A. Trinidad-Segovia, J. E. Clara-Rahola, J. Puertas, A. M. De las Nieves, F. J. |
author_sort | Sánchez-Granero, M. A. |
collection | PubMed |
description | In this work we extend a well-known model from arrested physical systems, and employ it in order to efficiently depict different currency pairs of foreign exchange market price fluctuation distributions. We consider the exchange rate price in the time range between 2010 and 2016 at yearly time intervals and resolved at one minute frequency. We then fit the experimental datasets with this model, and find significant qualitative symmetry between price fluctuation distributions from the currency market, and the ones belonging to colloidal particles position in arrested states. The main contribution of this paper is a well-known physical model that does not necessarily assume the independent and identically distributed (i.i.d.) restrictive condition. |
format | Online Article Text |
id | pubmed-5716550 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57165502017-12-15 A model for foreign exchange markets based on glassy Brownian systems Sánchez-Granero, M. A. Trinidad-Segovia, J. E. Clara-Rahola, J. Puertas, A. M. De las Nieves, F. J. PLoS One Research Article In this work we extend a well-known model from arrested physical systems, and employ it in order to efficiently depict different currency pairs of foreign exchange market price fluctuation distributions. We consider the exchange rate price in the time range between 2010 and 2016 at yearly time intervals and resolved at one minute frequency. We then fit the experimental datasets with this model, and find significant qualitative symmetry between price fluctuation distributions from the currency market, and the ones belonging to colloidal particles position in arrested states. The main contribution of this paper is a well-known physical model that does not necessarily assume the independent and identically distributed (i.i.d.) restrictive condition. Public Library of Science 2017-12-05 /pmc/articles/PMC5716550/ /pubmed/29206868 http://dx.doi.org/10.1371/journal.pone.0188814 Text en © 2017 Sánchez-Granero et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Sánchez-Granero, M. A. Trinidad-Segovia, J. E. Clara-Rahola, J. Puertas, A. M. De las Nieves, F. J. A model for foreign exchange markets based on glassy Brownian systems |
title | A model for foreign exchange markets based on glassy Brownian systems |
title_full | A model for foreign exchange markets based on glassy Brownian systems |
title_fullStr | A model for foreign exchange markets based on glassy Brownian systems |
title_full_unstemmed | A model for foreign exchange markets based on glassy Brownian systems |
title_short | A model for foreign exchange markets based on glassy Brownian systems |
title_sort | model for foreign exchange markets based on glassy brownian systems |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5716550/ https://www.ncbi.nlm.nih.gov/pubmed/29206868 http://dx.doi.org/10.1371/journal.pone.0188814 |
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