A FOURIER APPROACH FOR THE LEVEL CROSSINGS OF SHOT NOISE PROCESSES WITH JUMPS

被引:14
作者
Bierme, Hermine [1 ]
Desolneux, Agnes [1 ]
机构
[1] Univ Paris 05, CNRS, MAP5, UMR 8145, F-75006 Paris, France
关键词
Shot noise process; level crossing; stationary process; Poisson point process; characteristic function; functions of bounded variation; change-of-variable formula;
D O I
10.1239/jap/1331216836
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We use a change-of-variable formula in the framework of functions of bounded variation to derive an explicit formula for the Fourier transform of the level crossing function of shot noise processes with jumps. We illustrate the result in some examples and give some applications. In particular, it allows us to study the asymptotic behavior of the mean number of level crossings as the intensity of the Poisson point process of the shot noise process goes to infinity.
引用
收藏
页码:100 / 113
页数:14
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