A Fourier Approach for the Level Crossings of Shot Noise Processes with Jumps

Author:

Biermé Hermine,Desolneux Agnès

Abstract

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.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Asymptotics for the critical level and a strong invariance principle for high intensity shot noise fields;Annales de l'Institut Henri Poincaré, Probabilités et Statistiques;2023-08-01

2. On the finiteness of the moments of the measure of level sets of random fields;Brazilian Journal of Probability and Statistics;2023-03-01

3. Estimating fast mean-reverting jumps in electricity market models;ESAIM: Probability and Statistics;2020

4. Level crossings and excess times due to a superposition of uncorrelated exponential pulses;Physical Review E;2018-01-10

5. Random spectral measure for non Gaussian moving averages;Communications in Statistics - Theory and Methods;2017-09-13

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