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Smiles & smirks: Volatility and leverage by jumps
- 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.
- Subjects :
- Generality
Mathematical optimization
Information Systems and Management
General Computer Science
Characteristic function (probability theory)
Computer science
Management Science and Operations Research
HG
Lévy process
Industrial and Manufacturing Engineering
symbols.namesake
Fourier transform
Modeling and Simulation
Component (UML)
symbols
Jump
Leverage (statistics)
Volatility (finance)
Subjects
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