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.

Abundo, M., Pirozzi, E. (2019). On the Integral of the Fractional Brownian Motion and Some Pseudo-Fractional Gaussian Processes. MATHEMATICS, 7(10), 991 [10.3390/math7100991].

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

Abundo Mario;
2019-01-01

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
Pubblicato
Rilevanza internazionale
Articolo
Sì, ma tipo non specificato
Settore MAT/06 - PROBABILITA' E STATISTICA MATEMATICA
English
fractional Brownian motion; Gauss–Markov process; fractional Ornstein–Uhlenbeck
Abundo, M., Pirozzi, E. (2019). On the Integral of the Fractional Brownian Motion and Some Pseudo-Fractional Gaussian Processes. MATHEMATICS, 7(10), 991 [10.3390/math7100991].
Abundo, M; Pirozzi, E
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/214939
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