Title of article :
On the existence of Hilbert valued periodically correlated‎ autoregressive processes
Author/Authors :
Mohammadi Jouzdani ، N. - ‎Isfahan University of Technology‎ , Mahmoodi ، S. - ‎Isfahan ‎ ‎University of Technology‎ , Parvardeh ، A. - ‎University of ‎ ‎Isfahan‎
Pages :
15
From page :
2531
To page :
2545
Abstract :
In this paper we provide sufficient condition for existence of a‎ ‎unique Hilbert valued (H-valued) periodically‎ ‎correlated solution to the first order autoregressive model‎ ‎Xn=ρnXn−1+Zn‎, ‎for \ n∈Z‎, ‎and‎ ‎formulate the existing solution and its autocovariance operator‎. ‎Also we specially investigate equivalent condition for the‎ ‎coordinate process ⟨Xn,v⟩‎, ‎for‎ ‎arbitrary element v in H‎, ‎to satisfy in some‎ ‎autoregressive model‎. ‎Finally‎, ‎we extend our result to the‎ ‎autoregressive process with finite order‎.
Keywords :
Second order process , autoregressive process , periodically correlated process , Hilbert valued process , linear operator
Journal title :
Bulletin of the Iranian Mathematical Society
Serial Year :
2017
Journal title :
Bulletin of the Iranian Mathematical Society
Record number :
2456231
Link To Document :
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