Existence of moments in a stationary stochastic difference equation
Keyword(s):
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.
1990 ◽
Vol 22
(01)
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pp. 129-146
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1990 ◽
Vol 19
(1)
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pp. 31-37
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2003 ◽
Vol 141
(2-3)
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pp. 427-445
2018 ◽
Vol 117
(1)
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1978 ◽
Vol 79
(3-4)
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pp. 307-316
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