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
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
Journal title :
Bulletin of the Iranian Mathematical Society