Seasonal fractional ARIMA with stable innovations
We develop the theory of seasonally fractionally differenced ARIMA time series with stable infinite variance innovations establishing conditions for existence and invertibility. This is a finite parameter model which exhibits long range dependence, seasonality and high variability. We perform some simulations to illustrate the behavior of the model.
Year of publication: |
2008
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Authors: | Diongue, Abdou Kâ ; Diop, Aliou ; Ndongo, Mor |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 78.2008, 12, p. 1404-1411
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Publisher: |
Elsevier |
Saved in:
Saved in favorites
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