Extremal properties of shot noise processes

Extremal properties of shot noise processes

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Article ID: iaor1989808
Country: United Kingdom
Volume: 21
Issue: 3
Start Page Number: 513
End Page Number: 525
Publication Date: Sep 1989
Journal: Advances in Applied Probability
Authors: ,
Keywords: probability
Abstract:

Consider the shot noise process X(t):¸=Σih(t-τi), t≥0, where h is a bounded positive non-increasing function supported on a finite interval, and the τis are the points of a renewal process η on [0,•). In this paper, the extremal properties of {X(t)} are studied. It is shown that these properties can be investigated in a natural way through a discrete-time process which records the states of {X(t)} at the points of η. The important special case where η is Poisson is treated in detail, and a domain-of-attraction result for the compound Poisson distribution is obtained as a by-product.

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