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
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
Journal title :
Stochastic Processes and their Applications