We introduce a non-homogeneous fractional Poisson process by replacing the time variable in the fractional Poisson process of renewal type with an appropriate function of time. We characterize the resulting process by deriving its non-local governing equation. We further compute the first and second moments of the process. Eventually, we derive the distribution of arrival times. Constant reference is made to previous known results in the homogeneous case and to how they can be derived from the specialization of the non-homogeneous process.

The fractional non-homogeneous Poisson process / Leonenko, N.; Scalas, E.; Trinh, M.. - In: STATISTICS & PROBABILITY LETTERS. - ISSN 0167-7152. - 120:(2017), pp. 147-156. [10.1016/j.spl.2016.09.024]

The fractional non-homogeneous Poisson process

Scalas E.
;
2017

Abstract

We introduce a non-homogeneous fractional Poisson process by replacing the time variable in the fractional Poisson process of renewal type with an appropriate function of time. We characterize the resulting process by deriving its non-local governing equation. We further compute the first and second moments of the process. Eventually, we derive the distribution of arrival times. Constant reference is made to previous known results in the homogeneous case and to how they can be derived from the specialization of the non-homogeneous process.
2017
Fractional point processes; Lévy processes; Subordination; Time-change
01 Pubblicazione su rivista::01a Articolo in rivista
The fractional non-homogeneous Poisson process / Leonenko, N.; Scalas, E.; Trinh, M.. - In: STATISTICS & PROBABILITY LETTERS. - ISSN 0167-7152. - 120:(2017), pp. 147-156. [10.1016/j.spl.2016.09.024]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1668068
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