Spatio-temporal Predictions using Multivariate Singular Spectrum Analysis

Afrika Statistika ◽

10.16929/as/1499.116 ◽

2013 ◽

Vol 13 (1) ◽

pp. 1499-1509

Author(s):

Awichi Richard

Keyword(s):

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Spatio Temporal ◽

Multivariate Singular Spectrum Analysis

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In-Sample Spatio-temporal Predictions by Multivariate Singular Spectrum Analysis

Procedia Environmental Sciences ◽

10.1016/j.proenv.2015.05.016 ◽

2015 ◽

Vol 26 ◽

pp. 19-23 ◽

Author(s):

Richard O. Awichi ◽

Werner G. Müller

Keyword(s):

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Spatio Temporal ◽

Multivariate Singular Spectrum Analysis

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Enhancing multivariate singular spectrum analysis for phase synchronization: The role of observability

Chaos An Interdisciplinary Journal of Nonlinear Science ◽

10.1063/1.4963013 ◽

2016 ◽

Vol 26 (9) ◽

pp. 093112 ◽

Author(s):

Leonardo L. Portes ◽

Luis A. Aguirre

Keyword(s):

Spectrum Analysis ◽

Phase Synchronization ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Multivariate Singular Spectrum Analysis

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Multivariate singular spectrum analysis and the road to phase synchronization

Physical Review E ◽

10.1103/physreve.84.036206 ◽

2011 ◽

Vol 84 (3) ◽

Author(s):

Andreas Groth ◽

Michael Ghil

Keyword(s):

Spectrum Analysis ◽

Phase Synchronization ◽

Singular Spectrum Analysis ◽

The Road ◽

Singular Spectrum ◽

Multivariate Singular Spectrum Analysis

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Monthly forecasting of GDP with mixed-frequency multivariate singular spectrum analysis

International Journal of Forecasting ◽

10.1016/j.ijforecast.2019.03.021 ◽

2019 ◽

Vol 35 (4) ◽

pp. 1263-1272 ◽

Author(s):

Hossein Hassani ◽

António Rua ◽

Emmanuel Sirimal Silva ◽

Dimitrios Thomakos

Keyword(s):

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Mixed Frequency ◽

Singular Spectrum ◽

Multivariate Singular Spectrum Analysis

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Multivariate singular spectrum analysis for forecasting revisions to real-time data

Journal of Applied Statistics ◽

10.1080/02664763.2010.545371 ◽

2011 ◽

Vol 38 (10) ◽

pp. 2183-2211 ◽

Author(s):

Kerry Patterson ◽

Hossein Hassani ◽

Saeed Heravi ◽

Anatoly Zhigljavsky

Keyword(s):

Real Time ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Time Data ◽

Singular Spectrum ◽

Real Time Data ◽

Multivariate Singular Spectrum Analysis

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Hybrid Speculation Model of Energy Consumption Based on Multivariate Singular Spectrum Analysis and Neural Fuzzy Network

2019 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM) ◽

10.1109/icieam.2019.8742971 ◽

2019 ◽

Author(s):

I. I Nadtoka ◽

S.A. Vyalkova

Keyword(s):

Energy Consumption ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Multivariate Singular Spectrum Analysis ◽

Fuzzy Network ◽

Neural Fuzzy Network ◽

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Multivariate singular spectrum analysis of seismicity in the space–time-depth-magnitude domain: insight from eastern Nepal and the southern Tibetan Himalaya

Journal of Seismology ◽

10.1007/s10950-021-10057-6 ◽

2021 ◽

Author(s):

Kutubuddin Ansari ◽

Tae-Suk Bae ◽

Keshav D. Singh ◽

Jagannath Aryal

Keyword(s):

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Multivariate Singular Spectrum Analysis

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Forecasting mortality rate by multivariate singular spectrum analysis

Applied Stochastic Models in Business and Industry ◽

10.1002/asmb.2274 ◽

2017 ◽

Vol 33 (6) ◽

pp. 717-732 ◽

Author(s):

Rahim Mahmoudvand ◽

Dimitrios Konstantinides ◽

Paulo Canas Rodrigues

Keyword(s):

Mortality Rate ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Multivariate Singular Spectrum Analysis

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Impact of mixed measurements in detecting phase synchronization in networks using multivariate singular spectrum analysis

Nonlinear Dynamics ◽

10.1007/s11071-019-04917-7 ◽

2019 ◽

Vol 96 (3) ◽

pp. 2197-2209 ◽

Author(s):

Leonardo L. Portes ◽

Luis A. Aguirre

Keyword(s):

Spectrum Analysis ◽

Phase Synchronization ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Multivariate Singular Spectrum Analysis

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Matrix formulation and singular-value decomposition algorithm for structured varimax rotation in multivariate singular spectrum analysis

Physical Review E ◽

10.1103/physreve.93.052216 ◽

2016 ◽

Vol 93 (5) ◽

Author(s):

Leonardo L. Portes ◽

Luis A. Aguirre

Keyword(s):

Singular Value Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Value ◽

Decomposition Algorithm ◽

Varimax Rotation ◽

Matrix Formulation ◽

Singular Spectrum ◽

Value Decomposition ◽

Multivariate Singular Spectrum Analysis

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