A new representation for binary or categorical-valued time series data in the frequency domain

The classical Fourier analysis of time series data can be used to detect periodic trends that are of sinusoidal shape. However, this analysis can be misleading when time series trends are not sinusoidal. When the time series process of interest is binary or categorical-valued data, it might be more...

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Bibliographic Details
Main Author: Lee, Hoonja
Other Authors: Statistics
Format: Others
Language:en
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/38566
http://scholar.lib.vt.edu/theses/available/etd-06072006-124217/