English

A functional limit theorem for general shot noise processes

Probability 2020-05-06 v1

Abstract

By a general shot noise process we mean a shot noise process in which the counting process of shots is arbitrary locally finite. Assuming that the counting process of shots satisfies a functional limit theorem in the Skorokhod space with a locally H\"{o}lder continuous Gaussian limit process and that the response function is regularly varying at infinity we prove that the corresponding general shot noise process satisfies a similar functional limit theorem with a different limit process and different normalization and centering functions. For instance, if the limit process for the counting process of shots is a Brownian motion, then the limit process for the general shot noise process is a Riemann-Liouville process. We specialize our result for five particular counting processes. Also, we investigate H\"{o}lder continuity of the limit processes for general shot noise processes.

Cite

@article{arxiv.1906.00465,
  title  = {A functional limit theorem for general shot noise processes},
  author = {Alexander Iksanov and Bohdan Rashytov},
  journal= {arXiv preprint arXiv:1906.00465},
  year   = {2020}
}

Comments

15 pages, submitted to a journal

R2 v1 2026-06-23T09:37:42.962Z