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Theory of Probability and Mathematical Statistics

ISSN 1547-7363(online) ISSN 0094-9000(print)

 
 

 

Stationary limits of shot noise processes


Authors: G. K. Verovkin and A. V. Marynych
Translated by: S. V. Kvasko
Journal: Theor. Probability and Math. Statist. 101 (2020), 67-83
MSC (2020): Primary 60F05; Secondary 60K05
DOI: https://doi.org/10.1090/tpms/1112
Published electronically: January 5, 2021
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Abstract | References | Similar Articles | Additional Information

Abstract: The weak convergence of centered shot noise processes to a stationary $\mathcal {L}_2$-process is proved under the assumption that the response function is mean square integrable and variance of the step of the underlying random walk is finite. Properties of the limiting stationary process are studied.


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Additional Information

G. K. Verovkin
Affiliation: Faculty for Computer Science and Cybernetics, Kyiv Taras Shevchenko National University, Volodymyrs’ka Street, 64/13, Kyiv 01601, Ukraine
Email: glebverov@gmail.com

A. V. Marynych
Affiliation: Faculty for Computer Science and Cybernetics, Kyiv Taras Shevchenko National University, Volodymyrs’ka Street, 64/13, Kyiv 01601, Ukraine
MR Author ID: 848771
Email: marynych@unicyb.kiev.ua

Keywords: Stochastic processes with immigration, $\mathcal {L}_2$-processes, shot noise processes, stationary stochastic processes, stationary renewal process, renewal theory
Received by editor(s): August 8, 2019
Published electronically: January 5, 2021
Article copyright: © Copyright 2020 American Mathematical Society