Title of article
A closed formula for the durbin-levinsonʹs algorithm in seasonal fractionally integrated processes
Author/Authors
Brietzke، نويسنده , , E.H.M. and Lopes، نويسنده , , S.R.C. and Bisognin، نويسنده , , C.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2005
Pages
16
From page
1191
To page
1206
Abstract
We consider the fractionally integrated ARFIMA Processes with seasonality s, denoted by SARFIMA (0, D, 0)s. This work presents a closed formula for the Durbin-Levinsonʹs algorithm relating the partial autocorrelation and the autocorrelation functions of these processes. In order to obtain the closed formula we show a hypergeometric identity, namely ( l − D ) ∑ j = 0 l − 1 ( j l − 1 ) Γ ( j − D ) Γ ( l − j − D ) Γ ( l − j + D ) Γ ( l − j − D + 1 ) = D Γ ( − D ) Γ ( D − l + 1 ) ( l − 1 ) ! 2 l − 1 ⋅ ∏ i = 0 l − 2 ( D − i + 1 2 ) ,
y nonnegative integer l and for any D ∈ (−0.5, 0.5).
cursive algorithm that requires the use of the left-hand side of the above expression will have smaller error under the use of the right-hand side formula.
rbin-Levinsonʹs algorithm is fully calculated for the SARFIMA (0, D, 0)s processes.
Keywords
Durbin-Levinsonיs algorithm , Long dependence , Partial autocorrelation function , Seasonal fractionally integrated models , Hypergeometric identity
Journal title
Mathematical and Computer Modelling
Serial Year
2005
Journal title
Mathematical and Computer Modelling
Record number
1593962
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