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Segmentation of time series in up- and down-trends using the epsilon-tau procedure with application to USD/JPY foreign exchange market data
We propose the epsilon-tau procedure to determine up- and down-trends in a time series, working as a tool for its segmentation. The method denomination reflects the use of a tolerance level ε for the series values and a patience level τ in the time axis to delimit the trends. We first illustrate the...
Autores principales: | Yamashita Rios de Sousa, Arthur Matsuo, Takayasu, Hideki, Takayasu, Misako |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7500655/ https://www.ncbi.nlm.nih.gov/pubmed/32946503 http://dx.doi.org/10.1371/journal.pone.0239494 |
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