• Title of article

    Existence and uniqueness of stationary Lévy-driven CARMA processes

  • Author/Authors

    Brockwell، نويسنده , , Peter J. and Lindner، نويسنده , , Alexander، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2009
  • Pages
    22
  • From page
    2660
  • To page
    2681
  • Abstract
    Necessary and sufficient conditions for the existence of a strictly stationary solution of the equations defining a general Lévy-driven continuous-parameter ARMA process with index set R are determined. Under these conditions the solution is shown to be unique and an explicit expression is given for the process as an integral with respect to the background driving Lévy process. The results generalize results obtained earlier for second-order processes and for processes defined by the Ornstein–Uhlenbeck equation.
  • Keywords
    CARMA process , stochastic differential equation , State-space representation , causality , Stationarity , Lévy process
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    2009
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1578166