Items related to Time Series: Data Analysis and Theory
Synopsis
Intended for students and researchers, this text employs basic techniques of univariate and multivariate statistics for the analysis of time series and signals. It provides a broad collection of theorems, placing the techniques on firm theoretical ground. The techniques, which are illustrated by data analyses, are discussed in both a heuristic and a formal manner, making the book useful for both the applied and the theoretical worker. An extensive set of original exercises is included. Time Series: Data Analysis and Theory takes the Fourier transform of a stretch of time series data as the basic quantity to work with and shows the power of that approach. It considers second- and higher-order parameters and estimates them equally, thereby handling non-Gaussian series and nonlinear systems directly. The included proofs, which are generally short, are based on cumulants.
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Review
'Intended for students and researchers, this text employs basic techniques of univariate and multivariate statistics for the analysis of time series and signals. It covers a broad collection of theorems. The techniques are illustrated by data analyses and are discussed both heuristically and formally to serve both the applied and the theoretical worker.' IEEE Signal Processing Magazine
Book Description
Intended for students and researchers, this text employs basic techniques of univariate and multivariate statistics for the analysis of time series and signals. It provides a broad collection of theorems, placing the techniques on firm theoretical ground. An extensive set of original exercises is included.
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Time Series: Data Analysis and Theory
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Time Series: Data Analysis and Theory
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Time Series: Data Analysis and Theory
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Hardcover. Condition: Good. Ex-Library hardcover no dj (black boards) with all the usual markings, attachments, and light library wear. Coffee stain on front edge. Text block clean and unmarked. Tight binding. Seller Inventory # GL17A32789
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Time Series: Data Analysis and Theory
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Time Series: Data Analysis and Theory. Expanded ed.
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Oakland, California, U.S.A.: Holden Day, 1981
ISBN 10: 0070078521
ISBN 13: 9780070078529
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Seller: Rob the Book Man, Vancouver, WA, U.S.A.
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Hardcover. Condition: Fine. Hardback in near fine condition. Expanded edition. Seller Inventory # 8015
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