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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...
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/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. |
format | Online Article Text |
id | pubmed-5730119 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liyan fluctuationdrivenpricedynamicsandinvestmentstrategies AT zhengbo fluctuationdrivenpricedynamicsandinvestmentstrategies AT chentingting fluctuationdrivenpricedynamicsandinvestmentstrategies AT jiangxiongfei fluctuationdrivenpricedynamicsandinvestmentstrategies |