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An Introduction to Bispectral Analysis and Bilinear Time Series Models: 24 (Lecture Notes in Statistics, 24) - Softcover
Synopsis
The theory of time series models has been well developed over the last thirt,y years. Both the frequenc.y domain and time domain approaches have been widely used in the analysis of linear time series models. However. many physical phenomena cannot be adequately represented by linear models; hence the necessity of nonlinear models and higher order spectra. Recently a number of nonlinear models have been proposed. In this monograph we restrict attention to one particular nonlinear model. known as the "bilinear model". The most interesting feature of such a model is that its second order covariance analysis is ve~ similar to that for a linear model. This demonstrates the importance of higher order covariance analysis for nonlinear models. For bilinear models it is also possible to obtain analytic expressions for covariances. spectra. etc. which are often difficult to obtain for other proposed nonlinear models. Estimation of bispectrum and its use in the construction of tests for linearit,y and symmetry are also discussed. All the methods are illustrated with simulated and real data. The first author would like to acknowledge the benefit he received in the preparation of this monograph from delivering a series of lectures on the topic of bilinear models at the University of Bielefeld. Ecole Normale Superieure. University of Paris (South) and the Mathematisch Cen trum. Ams terdam.
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- PublisherSpringer
- Publication date1984
- ISBN 10 0387960392
- ISBN 13 9780387960395
- BindingPaperback
- LanguageEnglish
- Number of pages288
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An Introduction to Bispectral Analysis and Bilinear Time Series Models
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An Introduction to Bispectral Analysis and Bilinear Time Series Models
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Springer-Verlag, New York / Berlin / Heidelberg / Tokyo, 1984
ISBN 10: 0387960392
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Paperback. Condition: Very Good. New York / Berlin / Heidelberg / Tokyo: Springer-Verlag, 1984. 280 pp. 24 x 16.5 cm. Textured paper wraps in yellow and black. Mild to moderate soiling to covers. Light sunning to spine. Light vertical crease down center of front cover. Mild soiling and some spotting to edges of text block. Moderate toning to interior pages. Interior otherwise clean and unmarked. Binding firm. . Soft Cover. Very Good. Seller Inventory # 625763
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An Introduction to Bispectral Analysis and Bilinear Time Series Models (Lecture Notes in Statistics)
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An Introduction to Bispectral Analysis and Bilinear Time Series Models (Lecture Notes in Statistics, 24)
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An Introduction to Bispectral Analysis and Bilinear Time Series Models (Lecture Notes in Statistics, 24)
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An Introduction to Bispectral Analysis and Bilinear Time Series Models
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Springer New York Sep 1984, 1984
ISBN 10: 0387960392
ISBN 13: 9780387960395
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The theory of time series models has been well developed over the last thirt,y years. Both the frequenc.y domain and time domain approaches have been widely used in the analysis of linear time series models. However. many physical phenomena cannot be adequately represented by linear models; hence the necessity of nonlinear models and higher order spectra. Recently a number of nonlinear models have been proposed. In this monograph we restrict attention to one particular nonlinear model. known as the 'bilinear model'. The most interesting feature of such a model is that its second order covariance analysis is ve~ similar to that for a linear model. This demonstrates the importance of higher order covariance analysis for nonlinear models. For bilinear models it is also possible to obtain analytic expressions for covariances. spectra. etc. which are often difficult to obtain for other proposed nonlinear models. Estimation of bispectrum and its use in the construction of tests for linearit,y and symmetry are also discussed. All the methods are illustrated with simulated and real data. The first author would like to acknowledge the benefit he received in the preparation of this monograph from delivering a series of lectures on the topic of bilinear models at the University of Bielefeld. Ecole Normale Superieure. University of Paris (South) and the Mathematisch Cen trum. Ams terdam. 292 pp. Englisch. Seller Inventory # 9780387960395
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An Introduction to Bispectral Analysis and Bilinear Time Series Models
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The theory of time series models has been well developed over the last thirt,y years. Both the frequenc.y domain and time domain approaches have been widely used in the analysis of linear time series models. However. many physical phenomena cannot be adequa. Seller Inventory # 5912642
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An Introduction to Bispectral Analysis and Bilinear Time Series Models
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - The theory of time series models has been well developed over the last thirt,y years. Both the frequenc.y domain and time domain approaches have been widely used in the analysis of linear time series models. However. many physical phenomena cannot be adequately represented by linear models; hence the necessity of nonlinear models and higher order spectra. Recently a number of nonlinear models have been proposed. In this monograph we restrict attention to one particular nonlinear model. known as the 'bilinear model'. The most interesting feature of such a model is that its second order covariance analysis is ve~ similar to that for a linear model. This demonstrates the importance of higher order covariance analysis for nonlinear models. For bilinear models it is also possible to obtain analytic expressions for covariances. spectra. etc. which are often difficult to obtain for other proposed nonlinear models. Estimation of bispectrum and its use in the construction of tests for linearit,y and symmetry are also discussed. All the methods are illustrated with simulated and real data. The first author would like to acknowledge the benefit he received in the preparation of this monograph from delivering a series of lectures on the topic of bilinear models at the University of Bielefeld. Ecole Normale Superieure. University of Paris (South) and the Mathematisch Cen trum. Ams terdam. Seller Inventory # 9780387960395
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An Introduction to Bispectral Analysis and Bilinear Time Series Models
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ISBN 13: 9780387960395
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An Introduction to Bispectral Analysis and Bilinear Time Series Models
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