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
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