In this paper, we introduce the space-fractional Poisson process whose state probabilities p(k)(alpha)(t), t >= 0, alpha is an element of (0, 1]. are governed by the equations (d/dt)p(k)(alpha)(t) = -lambda(alpha)(1 - B)(alpha)p(k)(alpha)(t), where (1 - B)(alpha) is the fractional difference operator found in the time series analysis. We explicitly obtain the distributions p(k)(alpha)(t), the probability generating functions G(alpha)(u, t), which are also expressed as distributions of the minimum of i.i.d. uniform random variables. The comparison with the time-fractional Poisson process is investigated and finally, we arrive at the more general space-time-fractional Poisson process of which we give the explicit distribution. (C) 2011 Elsevier B.V. All rights reserved.

The space-fractional Poisson process / Orsingher, Enzo; Polito, Federico. - In: STATISTICS & PROBABILITY LETTERS. - ISSN 0167-7152. - STAMPA. - 82:4(2012), pp. 852-858. [10.1016/j.spl.2011.12.018]

The space-fractional Poisson process

ORSINGHER, Enzo;POLITO, FEDERICO
2012

Abstract

In this paper, we introduce the space-fractional Poisson process whose state probabilities p(k)(alpha)(t), t >= 0, alpha is an element of (0, 1]. are governed by the equations (d/dt)p(k)(alpha)(t) = -lambda(alpha)(1 - B)(alpha)p(k)(alpha)(t), where (1 - B)(alpha) is the fractional difference operator found in the time series analysis. We explicitly obtain the distributions p(k)(alpha)(t), the probability generating functions G(alpha)(u, t), which are also expressed as distributions of the minimum of i.i.d. uniform random variables. The comparison with the time-fractional Poisson process is investigated and finally, we arrive at the more general space-time-fractional Poisson process of which we give the explicit distribution. (C) 2011 Elsevier B.V. All rights reserved.
2012
space-time fractional poisson process; space–time fractional poisson process; space-fractional poisson process; stable subordinator; backward shift operator; discrete stable distributions
01 Pubblicazione su rivista::01a Articolo in rivista
The space-fractional Poisson process / Orsingher, Enzo; Polito, Federico. - In: STATISTICS & PROBABILITY LETTERS. - ISSN 0167-7152. - STAMPA. - 82:4(2012), pp. 852-858. [10.1016/j.spl.2011.12.018]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/431938
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