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Fluctuation-driven price dynamics and investment strategies

Investigation of the driven mechanism of the price dynamics in complex financial systems is important and challenging. In this paper, we propose an investment strategy to study how dynamic fluctuations drive the price movements. The strategy is successfully applied to different stock markets in the...

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Detalles Bibliográficos
Autores principales: Li, Yan, Zheng, Bo, Chen, Ting-Ting, Jiang, Xiong-Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5730119/
https://www.ncbi.nlm.nih.gov/pubmed/29240783
http://dx.doi.org/10.1371/journal.pone.0189274
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author Li, Yan
Zheng, Bo
Chen, Ting-Ting
Jiang, Xiong-Fei
author_facet Li, Yan
Zheng, Bo
Chen, Ting-Ting
Jiang, Xiong-Fei
author_sort Li, Yan
collection PubMed
description Investigation of the driven mechanism of the price dynamics in complex financial systems is important and challenging. In this paper, we propose an investment strategy to study how dynamic fluctuations drive the price movements. The strategy is successfully applied to different stock markets in the world, and the result indicates that the driving effect of the dynamic fluctuations is rather robust. We investigate how the strategy performance is influenced by the market states and optimize the strategy performance by introducing two parameters. The strategy is also compared with several typical technical trading rules. Our findings not only provide an investment strategy which extends investors’ profits, but also offer a useful method to look into the dynamic properties of complex financial systems.
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spelling pubmed-57301192017-12-22 Fluctuation-driven price dynamics and investment strategies Li, Yan Zheng, Bo Chen, Ting-Ting Jiang, Xiong-Fei PLoS One Research Article Investigation of the driven mechanism of the price dynamics in complex financial systems is important and challenging. In this paper, we propose an investment strategy to study how dynamic fluctuations drive the price movements. The strategy is successfully applied to different stock markets in the world, and the result indicates that the driving effect of the dynamic fluctuations is rather robust. We investigate how the strategy performance is influenced by the market states and optimize the strategy performance by introducing two parameters. The strategy is also compared with several typical technical trading rules. Our findings not only provide an investment strategy which extends investors’ profits, but also offer a useful method to look into the dynamic properties of complex financial systems. Public Library of Science 2017-12-14 /pmc/articles/PMC5730119/ /pubmed/29240783 http://dx.doi.org/10.1371/journal.pone.0189274 Text en © 2017 Li 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
Li, Yan
Zheng, Bo
Chen, Ting-Ting
Jiang, Xiong-Fei
Fluctuation-driven price dynamics and investment strategies
title Fluctuation-driven price dynamics and investment strategies
title_full Fluctuation-driven price dynamics and investment strategies
title_fullStr Fluctuation-driven price dynamics and investment strategies
title_full_unstemmed Fluctuation-driven price dynamics and investment strategies
title_short Fluctuation-driven price dynamics and investment strategies
title_sort fluctuation-driven price dynamics and investment strategies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5730119/
https://www.ncbi.nlm.nih.gov/pubmed/29240783
http://dx.doi.org/10.1371/journal.pone.0189274
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AT jiangxiongfei fluctuationdrivenpricedynamicsandinvestmentstrategies