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wavScalogram : an R package with scalogram wavelet tools for time series analysis
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wavScalogram : an R package with scalogram wavelet tools for time series analysis
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| dc.contributor.author | Bolós Lacave, Vicente | |
| dc.contributor.author | Benítez Suárez, Rafael | |
| dc.date.accessioned | 2023-01-19T14:59:34Z | |
| dc.date.available | 2023-01-19T14:59:34Z | |
| dc.date.issued | 2022 | |
| dc.identifier.citation | Bolós Lacave, Vicente Benítez Suárez, Rafael 2022 wavScalogram : an R package with scalogram wavelet tools for time series analysis R Journal 14 2 164 185 | |
| dc.identifier.uri | https://hdl.handle.net/10550/85031 | |
| dc.description.abstract | In this work we present the wavScalogram R package, which contains methods based on wavelet scalograms for time series analysis. These methods are related to two main wavelet tools: the windowed scalogram difference and the scale index. The windowed scalogram difference compares two time series, identifying if their scalograms follow similar patterns at different scales and times, and it is thus a useful complement to other comparison tools such as the squared wavelet coherence. On the other hand, the scale index provides a numerical estimation of the degree of non-periodicity of a time series and it is widely used in many scientific areas. | |
| dc.language.iso | eng | |
| dc.relation.ispartof | R Journal, 2022, vol. 14, num. 2, p. 164-185 | |
| dc.subject | Anàlisi de sistemes | |
| dc.subject | Anàlisi matemàtica | |
| dc.subject | Economia matemàtica | |
| dc.title | wavScalogram : an R package with scalogram wavelet tools for time series analysis | |
| dc.type | journal article | es_ES |
| dc.date.updated | 2023-01-19T14:59:34Z | |
| dc.identifier.doi | 10.32614/RJ-2022-031 | |
| dc.identifier.idgrec | 156375 | |
| dc.rights.accessRights | open access | es_ES |
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