Singular Spectrum Analysis for Time Series
Language: en
Pages: 156
Authors: Nina Golyandina
Categories: Mathematics
Type: BOOK - Published: 2020-11-23 - Publisher: Springer Nature

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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
Singular Spectrum Analysis
Language: en
Pages: 167
Authors: J.B. Elsner
Categories: Business & Economics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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The term singular spectrum comes from the spectral (eigenvalue) decomposition of a matrix A into its set (spectrum) of eigenvalues. These eigenvalues, A, are th
Singular Spectrum Analysis with R
Language: en
Pages: 284
Authors: Nina Golyandina
Categories: Mathematics
Type: BOOK - Published: 2018-06-14 - Publisher: Springer

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This comprehensive and richly illustrated volume provides up-to-date material on Singular Spectrum Analysis (SSA). SSA is a well-known methodology for the analy
Singular Spectrum Analysis of Biomedical Signals
Language: en
Pages: 270
Authors: Saeid Sanei
Categories: Medical
Type: BOOK - Published: 2015-12-23 - Publisher: CRC Press

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Recent advancements in signal processing and computerised methods are expected to underpin the future progress of biomedical research and technology, particular
Analysis of Time Series Structure
Language: en
Pages: 322
Authors: Nina Golyandina
Categories: Mathematics
Type: BOOK - Published: 2001-01-23 - Publisher: CRC Press

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Over the last 15 years, singular spectrum analysis (SSA) has proven very successful. It has already become a standard tool in climatic and meteorological time s