The fractional nonhomogeneous Poisson process was introduced by a time change of the nonhomogeneous Poisson process with the inverse $\alpha$-stable subordinator. We propose a similar definition for the (nonhomogeneous) fractional compound Poisson process. We give both finite-dimensional and functional limit theorems for the fractional nonhomogeneous Poisson process and the fractional compound Poisson process. The results are derived by using martingale methods, regular variation properties and Anscombe's theorem. Eventually, some of the limit results are verified in a Monte Carlo simulation.

Limit theorems for the fractional nonhomogeneous Poisson process / Leonenko, N.; Scalas, E.; Trinh, M.. - In: JOURNAL OF APPLIED PROBABILITY. - ISSN 0021-9002. - 56:1(2019), pp. 246-264. [10.1017/jpr.2019.16]

Limit theorems for the fractional nonhomogeneous Poisson process

Scalas E.;
2019

Abstract

The fractional nonhomogeneous Poisson process was introduced by a time change of the nonhomogeneous Poisson process with the inverse $\alpha$-stable subordinator. We propose a similar definition for the (nonhomogeneous) fractional compound Poisson process. We give both finite-dimensional and functional limit theorems for the fractional nonhomogeneous Poisson process and the fractional compound Poisson process. The results are derived by using martingale methods, regular variation properties and Anscombe's theorem. Eventually, some of the limit results are verified in a Monte Carlo simulation.
2019
additive process; Fractional point processes; limit theorem; Lévy process; Poisson process; subordination; time change
01 Pubblicazione su rivista::01a Articolo in rivista
Limit theorems for the fractional nonhomogeneous Poisson process / Leonenko, N.; Scalas, E.; Trinh, M.. - In: JOURNAL OF APPLIED PROBABILITY. - ISSN 0021-9002. - 56:1(2019), pp. 246-264. [10.1017/jpr.2019.16]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1668029
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