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Stable distributions and pseudo-processes related to fractional Airy functions.
- Source :
-
Stochastic Analysis & Applications . 2024, Vol. 42 Issue 2, p435-450. 16p. - Publication Year :
- 2024
-
Abstract
- In this article, we study pseudo-processes related to odd-order heat-type equations composed with Lévy stable subordinators. The aim of the article is twofold. We first show that the pseudo-density of the subordinated pseudo-process can be represented as an expectation of damped oscillations with generalized gamma distributed parameters. This stochastic representation also arises as the solution to a fractional diffusion equation, involving a higher-order Riesz-Feller operator, which generalizes the odd-order heat-type equation. We then prove that, if the stable subordinator has a suitable exponent, the time-changed pseudo-process is identical in distribution to a genuine Lévy stable process. This result permits us to obtain a power series representation for the probability density function of an arbitrary asymmetric stable process of exponent ν > 1 and skewness parameter β, with 0 < | β | < 1. The methods we use in order to carry out our analysis are based on the study of a fractional Airy function which emerges in the investigation of the higher-order Riesz-Feller operator. [ABSTRACT FROM AUTHOR]
- Subjects :
- *AIRY functions
*PROBABILITY density function
*HEAT equation
*LEVY processes
Subjects
Details
- Language :
- English
- ISSN :
- 07362994
- Volume :
- 42
- Issue :
- 2
- Database :
- Academic Search Index
- Journal :
- Stochastic Analysis & Applications
- Publication Type :
- Academic Journal
- Accession number :
- 175394303
- Full Text :
- https://doi.org/10.1080/07362994.2023.2274108