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Paperback Analysis of Nonstationary Time Series with Time Varying Frequencies: Piecewise M-Stationary Process Book
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ISBN: 1721737669

ISBN13: 9781721737666

Analysis of Nonstationary Time Series with Time Varying Frequencies: Piecewise M-Stationary Process

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This thesis focuses on the analysis of nonstationary processes with linearly time vary-ing periodic behavior. First we develop LM-stationary processes for analyzing time series data with linearly compacting periodic behavior. Spectral analysis using this method shows better performance than that using the Wigner-Ville time frequency distribution. The LM-stationary forecasts produce better results than autoregressive forecasts applied directly to time...

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