The term moderate deviations is often used in the literature to mean a class of large deviation principles that, in some sense, fills the gap between a convergence in probability to zero (governed by a large deviation principle) and a weak convergence to a centered Normal distribution. The notion of noncentral moderate deviations is used when the weak convergence is towards a non-Gaussian distribution. In this paper, noncentral moderate deviation results are presented for two fractional Skellam processes known in the literature (see [20]). It is established that, for the fractional Skellam process of type 2 (for which one can refer to the recent results for compound fractional Poisson processes in [3]), the convergences to zero are usually faster because one can prove suitable inequalities between rate functions.

Lee, J., Macci, C. (2024). Noncentral moderate deviations for fractional Skellam processes. MODERN STOCHASTICS: THEORY AND APPLICATIONS, 11(1), 43-61 [10.15559/23-VMSTA235].

Noncentral moderate deviations for fractional Skellam processes

Macci C.
2024-01-01

Abstract

The term moderate deviations is often used in the literature to mean a class of large deviation principles that, in some sense, fills the gap between a convergence in probability to zero (governed by a large deviation principle) and a weak convergence to a centered Normal distribution. The notion of noncentral moderate deviations is used when the weak convergence is towards a non-Gaussian distribution. In this paper, noncentral moderate deviation results are presented for two fractional Skellam processes known in the literature (see [20]). It is established that, for the fractional Skellam process of type 2 (for which one can refer to the recent results for compound fractional Poisson processes in [3]), the convergences to zero are usually faster because one can prove suitable inequalities between rate functions.
2024
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore MAT/06
English
Con Impact Factor ISI
Mittag-Leffler function; inverse of stable subordinator; weak convergence
Lee, J., Macci, C. (2024). Noncentral moderate deviations for fractional Skellam processes. MODERN STOCHASTICS: THEORY AND APPLICATIONS, 11(1), 43-61 [10.15559/23-VMSTA235].
Lee, J; Macci, C
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/347903
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