A comparison principle between rough and non-rough Heston models-with applications to the volatility surface

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • M. Keller-Ressel - (Author)
  • A. Majid - (Author)

Abstract

We present a number of related comparison results, which allow one to compare moment explosion times, moment generating functions and critical moments between rough and non-rough Heston models of stochastic volatility. All results are based on a comparison principle for certain non-linear Volterra integral equations. Our upper bound for the moment explosion time is different from the bound introduced by Gerhold, Gerstenecker and Pinter [Moment explosions in the rough Heston model. Decisions in Economics and Finance, 2019, 42, 575-608] and tighter for typical parameter values. The results can be directly transferred to a comparison principle for the asymptotic slope of implied variance between rough and non-rough Heston models. This principle shows that the ratio of implied variance slopes in the rough versus non-rough Heston model increases at least with power-law behavior for small maturities.

Details

Original languageEnglish
Pages (from-to)919-933
Number of pages15
JournalQuantitative finance
Volume20
Issue number6
Publication statusPublished - 2 Jun 2020
Peer-reviewedYes

External IDs

Scopus 85079817569
ORCID /0000-0003-0913-3363/work/166762738

Keywords

Keywords

  • Stochastic volatility, Heston model, Rough volatility, Volatility surface, Comparison principle, Moment explosion, Volterra integral equation, STOCHASTIC VOLATILITY, IMPLIED VOLATILITY, MOMENT EXPLOSIONS, affine processes