Noncentral moderate deviations for fractional Skellam processes

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...

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Veröffentlicht in:Modern Stochastics: Theory and Applications 2024-01, Vol.11 (1), p.43-61
Hauptverfasser: Lee, Jeonghwa, Macci, Claudio
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:2351-6046
2351-6054
DOI:10.15559/23-VMSTA235