A note on the stationarity of a threshold first-order bilinear process
In the present note we study the threshold first-order bilinear model X(t)=aX(t-1)+(b11{X(t-1)<c}+b21{X(t-1)[greater-or-equal, slanted]c})X(t-1)e(t-1)+e(t), t[epsilon]N where {e(t), t[epsilon]N} is a sequence of i.i.d. absolutely continuous random variables, X(0) is a given random variable and a, b1, b2 and c are real numbers. Under suitable conditions on the coefficients and lower semicontinuity of the densities of the noise sequence, we provide sufficient conditions for the existence of a stationary solution process to the present model and of its finite moments of order p.
Year of publication: |
1998
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Authors: | Cappuccio, Nunzio ; Ferrante, Marco ; Fonseca, Giovanni |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 40.1998, 4, p. 379-384
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Publisher: |
Elsevier |
Subject: | Threshold bilinear processes Stationary processes |
Saved in:
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