We investigate the main statistical parameters of the integral over time of the fractional Brownian motion and of a kind of pseudo-fractional Gaussian process, obtained as a classical Gauss–Markov process from Doob representation by replacing Brownian motion with fractional Brownian motion. Possible applications in the context of neuronal models are highlighted. A fractional Ornstein–Uhlenbeck process is considered and relations with the integral of the pseudo-fractional Gaussian process are provided.

On the Integral of the Fractional Brownian Motion and Some Pseudo-Fractional Gaussian Processes / Abundo, Mario; Pirozzi, Enrica. - In: MATHEMATICS. - ISSN 2227-7390. - 7:10(2019), p. 991. [10.3390/math7100991]

On the Integral of the Fractional Brownian Motion and Some Pseudo-Fractional Gaussian Processes

Pirozzi, Enrica
2019

Abstract

We investigate the main statistical parameters of the integral over time of the fractional Brownian motion and of a kind of pseudo-fractional Gaussian process, obtained as a classical Gauss–Markov process from Doob representation by replacing Brownian motion with fractional Brownian motion. Possible applications in the context of neuronal models are highlighted. A fractional Ornstein–Uhlenbeck process is considered and relations with the integral of the pseudo-fractional Gaussian process are provided.
2019
On the Integral of the Fractional Brownian Motion and Some Pseudo-Fractional Gaussian Processes / Abundo, Mario; Pirozzi, Enrica. - In: MATHEMATICS. - ISSN 2227-7390. - 7:10(2019), p. 991. [10.3390/math7100991]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/776458
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