• 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