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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...

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Autores principales: Sánchez-Granero, M. A., Trinidad-Segovia, J. E., Clara-Rahola, J., Puertas, A. M., De las Nieves, F. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
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.
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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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