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Foundations of Time Series Analysis and Prediction Theory

ISBN: 978-0-471-39434-1
Hardcover
448 pages
June 2001
List Price: US $202.75
Government Price: US $140.12
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Preface.

Acknowledgements.

Acronyms.

Introduction.

Time Series Analysis: One Long Series.

Time Series Analysis: Many Short Series.

Stationary ARMA Models.

Stationary Processes.

Parameterization and Prediction.

Finite Prediction and Partial Correlations.

Missing Values: Past and Future.

Stationary Sequences in Hilbert Spaces.

Stationarity and Hardy Spaces.

Appendix A: Multivariate Distributions.

Appendix B: The Bayesian Forecasting.

References.

Index.

Author Index.

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