Record Display for the EPA National Library Catalog
RECORD NUMBER: 3 OF 13Main Title | Introduction to time series and forecasting / | |||||||||||
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Author | Brockwell, Peter J., | |||||||||||
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Publisher | Springer, | |||||||||||
Year Published | 1996 | |||||||||||
OCLC Number | 34355055 | |||||||||||
ISBN | 0387947191; 9780387947198 | |||||||||||
Subjects | Time-series analysis ; Zeitreihenanalyse ; Prognose ; Vorhersagetheorie ; Tijdreeksen ; Prognoses ; Linguagem de programacao (outras) ; Statistique mathematique ; Series chronologiques ; Prevision, Theorie de la ; Zeitreihenanalyse--(DE-588)4067486-1 | |||||||||||
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Collation | xiii, 420 pages : illustrations ; 25 cm + 1 computer disc (3 1/2 in.). | |||||||||||
Notes | Includes bibliographical references (pages 409-414) and index. |
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Contents Notes | 1. Introduction -- 2. Stationary processes -- 3. ARMA models -- 4. Spectral analysis -- 5. Modelling and forecasting with ARMA processes -- 6. Nonstationary and seasonal time series models -- 7. Multivariate time series -- 8. State-space models -- 9. Forecasting techniques -- 10. Further topics -- A. Random variables and probability distributions -- B. Statistical complements -- C. Mean square convergence -- D. An ITSM tutorial. Accompanying CD-ROM contains ... "[t]he time series package ... [which is] a slightly modified version of the package ITSM. ... The programs all are menu-driven so that the reader can immediately apply the techniques in the book to time series data, with a minimal investment of time in the computational and algorithmic aspects of the analysis."--Page 4 of cover. |