Characteristic function and Esscher transform of a switching Levy model for the temperature dynamic
Probability
2024-12-02 v1
Abstract
In this paper we extend models for the dynamic of the temperatures by considering random switching between Levy noises instead of Brownian motions, with a mean-reverting movement towards a seasonal periodic function. The use of Levy noises allows for jumps, capturing, together with the regime changes, sudden and relatively persistent oscillations in the weather. An approximated close-form expression for the characteristic function of the temperature process under an Esscher transform is given.
Keywords
Cite
@article{arxiv.2411.19192,
title = {Characteristic function and Esscher transform of a switching Levy model for the temperature dynamic},
author = {Rofeide Jabbari and Pablo Olivares},
journal= {arXiv preprint arXiv:2411.19192},
year = {2024}
}
Comments
22 pages, 3 figures