Time Series and Dynamic Models

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September 2003



An up-to-date and comprehensive analysis of traditional and modern time series econometrics.


Preface; 1. Introduction; Part I. Traditional Methods: 2. Linear regression for seasonal adjustment; 3. Moving averages for seasonal adjustment; 4. Exponential smoothing methods; Part II. Probabilistic and Statistical Properties of Stationary Processes: 5. Some results on the univariate processes; 6. The Box and Jenkins method for forecasting; 7. Multivariate time series; 8. Time-series representations; 9. Estimation and testing (stationary case); Part III. Time-series Econometrics: Stationary and Nonstationary Models: 10. Causality, exogeneity, and shocks; 11. Trend components; 12. Expectations; 13. Specification analysis; 14. Statistical properties of nonstationary processes; Part IV. State-space Models: 15. State-space models and the Kalman filter; 16. Applications of the state-space model; References; Tables; Index.


'This is a well done introduction to both classical and modern time series models and techniques. Throughout, the authors have managed to keep a sound balance between mathematical rigor (which is always present, but never emphasized or celebrated for its own sake) and user-friendliness of presentation. I found this mixture very easy to digest. Another strong point of the book is its technical competence. In almost every line, one feels that two of the most brilliant present-day theoretical econometricians are at work. Review in Statistical Papers
EAN: 9780521423083
ISBN: 0521423082
Untertitel: 'Themes in Modern Econometrics'. Sprache: Englisch.
Erscheinungsdatum: September 2003
Seitenanzahl: 684 Seiten
Übersetzer/Sprecher: Übersetzt von Giampaolo Gallo
Format: kartoniert
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