We introduce here a generalization of the Mittag-Leffler L´evy process (with parameter $alpha$), obtained by extending its L´evy measure through the Prabhakar function (which is a Mittag-Leffler with the additional parameters $eta$ and $gamma$). We prove that this so-called Prabhakar process, in the special case $eta= 1$, can be represented as an $alpha$-stable process subordinated by an independent generalized gamma subordinator; thus it can be considered as an extension of the geometric stable process, to which it reduces for $gamma = 1$. On the other hand, for $alpha = eta = 1$, it coincides with the generalized gamma process itself. Therefore, by suitably specifying the three parameters, the Prabhakar process turns out to represent an interpolation among various well-known and widely applied stochastic models.
Prabhakar Lévy processes / Gajda, Janusz; Beghin, Luisa. - In: STATISTICS & PROBABILITY LETTERS. - ISSN 0167-7152. - (2021), pp. 1-13. [10.1016/j.spl.2021.109162]
Prabhakar Lévy processes
Beghin, Luisa
2021
Abstract
We introduce here a generalization of the Mittag-Leffler L´evy process (with parameter $alpha$), obtained by extending its L´evy measure through the Prabhakar function (which is a Mittag-Leffler with the additional parameters $eta$ and $gamma$). We prove that this so-called Prabhakar process, in the special case $eta= 1$, can be represented as an $alpha$-stable process subordinated by an independent generalized gamma subordinator; thus it can be considered as an extension of the geometric stable process, to which it reduces for $gamma = 1$. On the other hand, for $alpha = eta = 1$, it coincides with the generalized gamma process itself. Therefore, by suitably specifying the three parameters, the Prabhakar process turns out to represent an interpolation among various well-known and widely applied stochastic models.File | Dimensione | Formato | |
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Gajda_Prabhakar-L´evy-Processes_2021.pdf
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