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Download ebook Time Series in the Frequency Domain: Time Series in the Frequency Domain v.3

Download ebook Time Series in the Frequency Domain: Time Series in the Frequency Domain v.3

Time Series in the Frequency Domain: Time Series in the Frequency Domain v.3. David R Brillinger

Time Series in the Frequency Domain: Time Series in the Frequency Domain v.3
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Author: David R Brillinger
Number of Pages: 500 pages
Published Date: 01 Jul 1984
Publisher: ELSEVIER SCIENCE & TECHNOLOGY
Publication Country: Oxford, United Kingdom
Language: English
ISBN: 9780444867261
File Name: Time.Series.in.the.Frequency.Domain.Time.Series.in.the.Frequency.Domain.v.3.pdf
Download Link: Time Series in the Frequency Domain Time Series in the Frequency Domain v.3
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This volume of the Handbook is concerned particularly with the frequency side, or spectrum, approach to time series analysis. This approach involves essential use of sinusoids and bands of (angular) frequency, with Fourier transforms playing an important role. A principal activity is thinking of systems, their inputs, outputs, and behavior in sinusoidal terms. In many cases, the frequency side approach turns out to be simpler with respect to computational, mathematical, and statistical aspects. In the frequency approach, an assumption of stationarity is commonly made. However, the essential roles played by the techniques of complex demodulation and seasonal adjustment show that stationarity is far from being a necessary condition. Assumptions of Gaussianity and linearity are also commonly made and yet, as a variety of the papers in this volume illustrate, these assumptions are not necessary.

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