Existence of moments in a stationary stochastic difference equation

Citation
Karlsen, Hans Arnfinn, Existence of moments in a stationary stochastic difference equation, Advances in applied probability , 22(1), 1990, pp. 129-146
ISSN journal
00018678
Volume
22
Issue
1
Year of publication
1990
Pages
129 - 146
Database
ACNP
SICI code
Abstract
The stationary stochastic difference equation Xt = YtXt.1 + Wt is analyzed with emphasis on conditions ensuring that ||Xt||p <.. Some general results are obtained and then applied to different classes of input processes {(Yt, Wt)}. Especially both necessary and sufficient conditions are given in the Gaussian case. We also obtain results concerning moments of products of dependent variables.