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Sprache:
Englisch
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Beschreibung
This book is on the analysis of time series using R, with some emphasis on economic and financial series. The text is based on practical applications and emphasizes the value of the statistical anlaysis to researchers and students who can then apply the methods to university research or to problems in industry and commerce.
This book is on the analysis of time series using R, with some emphasis on economic and financial series. The text is based on practical applications and emphasizes the value of the statistical anlaysis to researchers and students who can then apply the methods to university research or to problems in industry and commerce.
Über den Autor
Paul Cowpertwait is an associate professor in mathematical sciences (analytics) at Auckland University of Technology with a substantial research record in both the theory and applications of time series and stochastic models. Andrew Metcalfe is an associate professor in the School of Mathematical Sciences at the University of Adelaide, and an author of six statistics text books and numerous research papers. Both authors have extensive experience of teaching time series to students at all levels.
Zusammenfassung
This book is on the analysis of time series using R, with some emphasis on economic and financial series. The text is based on practical applications and emphasizes the value of the statistical anlaysis to researchers and students who can then apply the methods to university research or to problems in industry and commerce.
Inhaltsverzeichnis
Time Series Data.- Correlation.- Forecasting Strategies.- Basic Stochastic Models.- Regression.- Stationary Models.- Non-stationary Models.- Long-Memory Processes.- Spectral Analysis.- System Identification.- Multivariate Models.- State Space Models.
Details
| Erscheinungsjahr: | 2009 |
|---|---|
| Fachbereich: | Wahrscheinlichkeitstheorie |
| Genre: | Importe, Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Reihe: | Use R! |
| Inhalt: |
xvi
256 S. |
| ISBN-13: | 9780387886978 |
| ISBN-10: | 0387886974 |
| Sprache: | Englisch |
| Herstellernummer: | 11670551 |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Cowpertwait, Paul S. P.
Metcalfe, Andrew V. |
| Hersteller: |
Humana
Springer Springer US, New York, N.Y. Use R! |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 235 x 155 x 15 mm |
| Von/Mit: | Paul S. P. Cowpertwait (u. a.) |
| Erscheinungsdatum: | 09.06.2009 |
| Gewicht: | 0,417 kg |