The CSS and The Two-Staged Methods for Parameter Estimation in SARFIMA Models

Seasonal Autoregressive Fractionally Integrated Moving Average (SARFIMA) models are used in the analysis of seasonal long memory-dependent time series. Two methods, which are conditional sum of squares (CSS) and two-staged methods introduced by Hosking (1984), are proposed to estimate the parameters...

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Bibliographic Details
Main Authors: Erol Egrioglu, Cagdas Hakan Aladag, Cem Kadilar
Format: Article
Language:English
Published: Wiley 2011-01-01
Series:Journal of Probability and Statistics
Online Access:http://dx.doi.org/10.1155/2011/691058
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