Singular spectrum analysis for time series

Singular spectrum analysis for time series / Nina Golyandina, Anatoly Zhigljavsky.

This book gives an overview of singular spectrum analysis (SSA). SSA is a technique of time series analysis and forecasting combining elements of classical time series analysis, multivariate statistics, multivariate geometry, dynamical systems and signal processing. SSA is multi-purpose and naturall...

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Bibliographic Details
Main Authors: Golyandina, Nina (Author), Zhigli︠a︡vskiĭ, A. A. (Anatoliĭ Aleksandrovich) (Author)
Format: eBook
Language:English
Published: Berlin : Springer, [2020]
Edition:Second edition.
Series:SpringerBriefs in statistics,
Subjects:
Time-series analysis.
Time-series analysis > Mathematical models.
Spectrum analysis.
Biometry.
Image processing.
Signal processing.
Speech processing systems.
Statistics.
biometrics.
image processing.
statistics.
Biometría
Análisis de series temporales > Modelos matemáticos
Time-series analysis > Mathematical models
Time-series analysis
Spectrum analysis
Biometry
Image processing
Signal processing
Speech processing systems
Statistics
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