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Smiles & smirks: Volatility and leverage by jumps

Authors :
Grégory Rayée
Laura Ballotta
Source :
European Journal of Operational Research. 298:1145-1161
Publication Year :
2022
Publisher :
Elsevier BV, 2022.

Abstract

We propose a novel flexible framework for the joint evolution of stock log-returns and their volatility based on time changed Levy processes. The novelty of the approach stems from the generality of the jump structure we endow our model with, and the ability of the model to generate leverage effects out of the pure jump component. We derive the characteristic function and the forward characteristic function of the log-returns, which allow for the efficient pricing of vanilla and forward-start-like option contracts by Fourier transform methods. The proposed framework achieves robust calibration performance properties especially in the case of pure jump specifications. The results offered in this paper could have potentially interesting implications in terms of design of models and hedging strategies, and their development.

Details

ISSN :
03772217
Volume :
298
Database :
OpenAIRE
Journal :
European Journal of Operational Research
Accession number :
edsair.doi.dedup.....410615258c70d896799f046e9bfc5f42
Full Text :
https://doi.org/10.1016/j.ejor.2021.08.023