On smoothness measurement for weakly stationary processes
An ordinal scale based on the concentration of the spectral distribution at low frequencies is proposed to compare the smoothness of weakly stationary processes. Some characterizations, basic properties and applications of this partial ordering are discussed. It is proved that both smoothing operations and usual smoothness measures agree with the new order.
Year of publication: |
1999
|
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Authors: | Navarro, H. |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 44.1999, 2, p. 147-154
|
Publisher: |
Elsevier |
Keywords: | Smoothness Spectrum Autocorrelation Linear filtering Power dominance Partial ordering |
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