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Englisch
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Beschreibung
This book provides a self-contained account of continuous-parameter time series, starting with second-order models. Integration with respect to orthogonal increment processes, spectral theory and linear prediction are treated in detail. Lévy-driven models are incorporated, extending coverage to allow for infinite variance, a variety of marginal distributions and sample paths having jumps. The necessary theory of Lévy processes and integration of deterministic functions with respect to these processes is developed at length. Special emphasis is given to the analysis of continuous-time ARMA processes.
This book provides a self-contained account of continuous-parameter time series, starting with second-order models. Integration with respect to orthogonal increment processes, spectral theory and linear prediction are treated in detail. Lévy-driven models are incorporated, extending coverage to allow for infinite variance, a variety of marginal distributions and sample paths having jumps. The necessary theory of Lévy processes and integration of deterministic functions with respect to these processes is developed at length. Special emphasis is given to the analysis of continuous-time ARMA processes.
Details
Erscheinungsjahr: | 2024 |
---|---|
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
XXII
500 S. 23 s/w Illustr. |
ISBN-13: | 9783111324999 |
ISBN-10: | 3111324990 |
Sprache: | Englisch |
Autor: |
Brockwell, Peter J.
Lindner, Alexander M. |
Hersteller: | De Gruyter |
Verantwortliche Person für die EU: | Walter de Gruyter GmbH, De Gruyter GmbH, Genthiner Strasse 13, D-10785 Berlin, productsafety@degruyterbrill.com |
Abbildungen: | 23 b/w ill. |
Maße: | 35 x 179 x 253 mm |
Von/Mit: | Peter J. Brockwell (u. a.) |
Erscheinungsdatum: | 22.07.2024 |
Gewicht: | 0,99 kg |
Details
Erscheinungsjahr: | 2024 |
---|---|
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: |
XXII
500 S. 23 s/w Illustr. |
ISBN-13: | 9783111324999 |
ISBN-10: | 3111324990 |
Sprache: | Englisch |
Autor: |
Brockwell, Peter J.
Lindner, Alexander M. |
Hersteller: | De Gruyter |
Verantwortliche Person für die EU: | Walter de Gruyter GmbH, De Gruyter GmbH, Genthiner Strasse 13, D-10785 Berlin, productsafety@degruyterbrill.com |
Abbildungen: | 23 b/w ill. |
Maße: | 35 x 179 x 253 mm |
Von/Mit: | Peter J. Brockwell (u. a.) |
Erscheinungsdatum: | 22.07.2024 |
Gewicht: | 0,99 kg |
Sicherheitshinweis