Time Series components separation based on Singular Spectral Analysis visualization: an HJ-biplot method application

The extraction of essential features of any real-valued time series is crucial for exploring, modeling and producing, for example, forecasts. Taking advantage of the representation of a time series data by its trajectory matrix of Hankel constructed using Singular Spectrum Analysis, as well as of it...

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Bibliographic Details
Main Author: Silva, Alberto Oliveira da (author)
Other Authors: Freitas, Adelaide (author)
Format: article
Language:eng
Published: 2020
Subjects:
Online Access:http://hdl.handle.net/10773/28715
Country:Portugal
Oai:oai:ria.ua.pt:10773/28715