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Time Series with Mixed Spectra (Paperback) Loot Price: R1,871
Discovery Miles 18 710
Time Series with Mixed Spectra (Paperback): Ta-Hsin Li

Time Series with Mixed Spectra (Paperback)

Ta-Hsin Li

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Loot Price R1,871 Discovery Miles 18 710 | Repayment Terms: R175 pm x 12*

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Time series with mixed spectra are characterized by hidden periodic components buried in random noise. Despite strong interest in the statistical and signal processing communities, no book offers a comprehensive and up-to-date treatment of the subject. Filling this void, Time Series with Mixed Spectra focuses on the methods and theory for the statistical analysis of time series with mixed spectra. It presents detailed theoretical and empirical analyses of important methods and algorithms. Using both simulated and real-world data to illustrate the analyses, the book discusses periodogram analysis, autoregression, maximum likelihood, and covariance analysis. It considers real- and complex-valued time series, with and without the Gaussian assumption. The author also includes the most recent results on the Laplace and quantile periodograms as extensions of the traditional periodogram. Complete in breadth and depth, this book explains how to perform the spectral analysis of time series data to detect and estimate the hidden periodicities represented by the sinusoidal functions. The book not only extends results from the existing literature but also contains original material, including the asymptotic theory for closely spaced frequencies and the proof of asymptotic normality of the nonlinear least-absolute-deviations frequency estimator.

General

Imprint: Crc Press
Country of origin: United Kingdom
Release date: June 2019
Authors: Ta-Hsin Li
Dimensions: 234 x 156 x 45mm (L x W x T)
Format: Paperback
Pages: 680
ISBN-13: 978-1-138-37495-9
Categories: Books > Professional & Technical > Technology: general issues > General
Books > Science & Mathematics > Physics > Classical mechanics > Sound, vibration & waves (acoustics)
Books > Professional & Technical > Energy technology & engineering > Electrical engineering > General
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > General
Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
Books > Computing & IT > Computer hardware & operating systems > Personal computers > General
Books > Professional & Technical > Mechanical engineering & materials > Materials science > Mechanics of solids > Dynamics & vibration
LSN: 1-138-37495-4
Barcode: 9781138374959

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