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The Spectral Analysis of Time Series
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The Spectral Analysis of Time Series describes the techniques and theory of the frequency domain analysis of time series. The book discusses the physical proces
Spectral Analysis for Univariate Time Series
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Spectral analysis is widely used to interpret time series collected in diverse areas. This book covers the statistical theory behind spectral analysis and provi
Singular Spectrum Analysis for Time Series
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This book gives an overview of singular spectrum analysis (SSA). SSA is a technique of time series analysis and forecasting combining elements of classical time
Parameter Estimation and Hypothesis Testing in Spectral Analysis of Stationary Time Series
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Authors: K. Dzhaparidze
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. . ) (under the assumption that the spectral density exists). For this reason, a vast amount of periodical and monographic literature is devoted to the nonpara
Analyzing Neural Time Series Data
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A comprehensive guide to the conceptual, mathematical, and implementational aspects of analyzing electrical brain signals, including data from MEG, EEG, and LFP