Singular Spectrum Analysis for Time Series

Singular Spectrum Analysis for Time Series

Singular spectrum analysis (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 seeks to decompose the original series into a sum of a small numb...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Golyandina, Nina (Συγγραφέας), Zhigljavsky, Anatoly (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Σειρά:	SpringerBriefs in Statistics,
Θέματα:	Statistics. Statistical Theory and Methods.
Διαθέσιμο Online:	Full Text via HEAL-Link

Παρόμοια τεκμήρια

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Time Series Analysis and Its Applications With R Examples /
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Time Series Analysis and Its Applications With R Examples /
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Time Series Analysis and Its Applications With R Examples /
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Time Series Modeling for Analysis and Control Advanced Autopilot and Monitoring Systems /
ανά: Ohtsu, Kohei, κ.ά.
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Elements of Nonlinear Time Series Analysis and Forecasting
ανά: De Gooijer, Jan G.
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Introduction to Time Series and Forecasting
ανά: Brockwell, Peter J., κ.ά.
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Nonlinear Time Series: Nonparametric and Parametric Methods
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Multivariate Time Series With Linear State Space Structure
ανά: Gómez, Víctor
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Non-Linear Time Series Extreme Events and Integer Value Problems /
ανά: Turkman, Kamil Feridun, κ.ά.
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Statistical Analysis of Climate Series Analyzing, Plotting, Modeling, and Predicting with R /
ανά: Pruscha, Helmut
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Characterizing Interdependencies of Multiple Time Series Theory and Applications /
ανά: Hosoya, Yuzo, κ.ά.
Έκδοση: (2017)

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ανά: Wills, Graham
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Time Series Analysis With Applications in R /
ανά: Cryer, Jonathan D., κ.ά.
Έκδοση: (2008)

Statistical Inference for Discrete Time Stochastic Processes
ανά: Rajarshi, M. B.
Έκδοση: (2013)

Series Approximation Methods in Statistics
ανά: Kolassa, John E.
Έκδοση: (2006)

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ανά: Pfaff, Bernhard
Έκδοση: (2008)

Statistical Analysis of Designed Experiments
ανά: Toutenburg, Helge
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ανά: Viana, Marlos A. G., κ.ά.
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ανά: Mudelsee, Manfred
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ανά: Jolliffe, I. T.
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Functional Data Analysis
ανά: Ramsay, J. O., κ.ά.
Έκδοση: (2005)

An Introduction to Bayesian Analysis Theory and Methods /
ανά: Ghosh, Jayanta K., κ.ά.
Έκδοση: (2006)

An Introduction to Applied Multivariate Analysis with R
ανά: Everitt, Brian, κ.ά.
Έκδοση: (2011)

The Analysis of Cross-Classified Categorical Data
ανά: Fienberg, Stephen E.
Έκδοση: (2007)

Mathematical Foundations of Time Series Analysis A Concise Introduction /
ανά: Beran, Jan, κ.ά.
Έκδοση: (2017)

Spectral Analysis of Large Dimensional Random Matrices
ανά: Bai, Zhidong, κ.ά.
Έκδοση: (2010)

Advances and Challenges in Parametric and Semi-parametric Analysis for Correlated Data Proceedings of the 2015 International Symposium in Statistics /
Έκδοση: (2016)

Bayesian Nonparametric Data Analysis
ανά: Müller, Peter, κ.ά.
Έκδοση: (2015)

Permutation Tests in Shape Analysis
ανά: SALMASO, LUIGI, κ.ά.
Έκδοση: (2013)

Advances in Regression, Survival Analysis, Extreme Values, Markov Processes and Other Statistical Applications
Έκδοση: (2013)

Introductory Time Series with R
ανά: Metcalfe, Andrew V., κ.ά.
Έκδοση: (2009)

Climate Time Series Analysis Classical Statistical and Bootstrap Methods /
ανά: Mudelsee, Manfred
Έκδοση: (2014)

Modeling Discrete Time-to-Event Data
ανά: Tutz, Gerhard, κ.ά.
Έκδοση: (2016)

Statistical Analysis of Panel Count Data
ανά: Sun, Jianguo, κ.ά.
Έκδοση: (2013)

Applied Multivariate Statistical Analysis
ανά: Härdle, Wolfgang Karl, κ.ά.
Έκδοση: (2015)

Applied Multivariate Statistical Analysis
ανά: Härdle, Wolfgang Karl, κ.ά.
Έκδοση: (2012)

Learning Regression Analysis by Simulation
ανά: Takezawa, Kunio
Έκδοση: (2014)

Analysis of Neural Data
ανά: Kass, Robert E., κ.ά.
Έκδοση: (2014)

Advanced Statistical Methods for the Analysis of Large Data-Sets
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