We consider two fractional versions of a family of nonnegative integer-valued processes. We prove that their probability mass functions solve fractional Kolmogorov forward equations, and we show the overdispersion of these processes. As particular examples in this family, we can define fractional versions of some processes in the literature as the Polya-Aeppli process, the Poisson inverse Gaussian process, and the negative binomial process. We also define and study some more general fractional versions with two fractional parameters.

FRACTIONAL DISCRETE PROCESSES: COMPOUND AND MIXED POISSON REPRESENTATIONS / Beghin, Luisa; Claudio, Macci. - In: JOURNAL OF APPLIED PROBABILITY. - ISSN 0021-9002. - STAMPA. - 51:1(2014), pp. 19-36. [10.1239/jap/1395771411]

FRACTIONAL DISCRETE PROCESSES: COMPOUND AND MIXED POISSON REPRESENTATIONS

BEGHIN, Luisa;
2014

Abstract

We consider two fractional versions of a family of nonnegative integer-valued processes. We prove that their probability mass functions solve fractional Kolmogorov forward equations, and we show the overdispersion of these processes. As particular examples in this family, we can define fractional versions of some processes in the literature as the Polya-Aeppli process, the Poisson inverse Gaussian process, and the negative binomial process. We also define and study some more general fractional versions with two fractional parameters.
2014
polya-aeppli process; negative binomial process; doubly stochastic poisson process; poisson inverse gaussian process.; polya aeppli process; cox process; poisson inverse gaussian process
01 Pubblicazione su rivista::01a Articolo in rivista
FRACTIONAL DISCRETE PROCESSES: COMPOUND AND MIXED POISSON REPRESENTATIONS / Beghin, Luisa; Claudio, Macci. - In: JOURNAL OF APPLIED PROBABILITY. - ISSN 0021-9002. - STAMPA. - 51:1(2014), pp. 19-36. [10.1239/jap/1395771411]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/513932
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