Nonlinear time series analysis: methods and applications
Methods of nonlinear time series analysis are discussed from a dynamical systems perspective on the one hand, and from a statistical perspective on the other. After giving an informal overview of the theory of dynamical systems relevant to the analysis of deterministic time series, time series gener...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore
World Scientific Pub. Co.
c1999
|
| Series: | Nonlinear time series and chaos
vol. 4 |
| Subjects: | |
| Online Access: | FHN01 Volltext |
| Summary: | Methods of nonlinear time series analysis are discussed from a dynamical systems perspective on the one hand, and from a statistical perspective on the other. After giving an informal overview of the theory of dynamical systems relevant to the analysis of deterministic time series, time series generated by nonlinear stochastic systems and spatio-temporal dynamical systems are considered. Several statistical methods for the analysis of nonlinear time series are presented and illustrated with applications to physical and physiological time series |
| Physical Description: | vii, 209 p. ill |
| ISBN: | 9789812779274 9812779272 |
Staff View
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| discipline | Informatik Mathematik Wirtschaftswissenschaften |
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| id | DE-604.BV044635291 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:46Z |
| institution | BVB |
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| language | English |
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| physical | vii, 209 p. ill |
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| spelling | Diks, Cees Verfasser aut Nonlinear time series analysis methods and applications Cees Diks Singapore World Scientific Pub. Co. c1999 vii, 209 p. ill txt rdacontent c rdamedia cr rdacarrier Nonlinear time series and chaos vol. 4 Methods of nonlinear time series analysis are discussed from a dynamical systems perspective on the one hand, and from a statistical perspective on the other. After giving an informal overview of the theory of dynamical systems relevant to the analysis of deterministic time series, time series generated by nonlinear stochastic systems and spatio-temporal dynamical systems are considered. Several statistical methods for the analysis of nonlinear time series are presented and illustrated with applications to physical and physiological time series Time-series analysis Nonlinear theories Nichtlineare Zeitreihenanalyse (DE-588)4276267-4 gnd rswk-swf Nichtlineare Zeitreihenanalyse (DE-588)4276267-4 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 9789810235055 Erscheint auch als Druck-Ausgabe 9810235054 http://www.worldscientific.com/worldscibooks/10.1142/3823#t=toc Verlag URL des Erstveroeffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Diks, Cees Nonlinear time series analysis methods and applications Time-series analysis Nonlinear theories Nichtlineare Zeitreihenanalyse (DE-588)4276267-4 gnd |
| subject_GND | (DE-588)4276267-4 |
| title | Nonlinear time series analysis methods and applications |
| title_auth | Nonlinear time series analysis methods and applications |
| title_exact_search | Nonlinear time series analysis methods and applications |
| title_full | Nonlinear time series analysis methods and applications Cees Diks |
| title_fullStr | Nonlinear time series analysis methods and applications Cees Diks |
| title_full_unstemmed | Nonlinear time series analysis methods and applications Cees Diks |
| title_short | Nonlinear time series analysis |
| title_sort | nonlinear time series analysis methods and applications |
| title_sub | methods and applications |
| topic | Time-series analysis Nonlinear theories Nichtlineare Zeitreihenanalyse (DE-588)4276267-4 gnd |
| topic_facet | Time-series analysis Nonlinear theories Nichtlineare Zeitreihenanalyse |
| url | http://www.worldscientific.com/worldscibooks/10.1142/3823#t=toc |
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