• Media type: E-Book
  • Title: Simulation of Arbitrage-Free Implied Volatility Surfaces
  • Contributor: Cont, Rama [Author]; Vuletić, Milena [Author]
  • Published: [S.l.]: SSRN, 2023
  • Extent: 1 Online-Ressource (30 p)
  • Language: English
  • DOI: 10.2139/ssrn.4299363
  • Identifier:
  • Keywords: Implied volatility ; scenario simulation ; generative models ; GAN ; volatility modeling ; risk management ; factor models ; arbitrage
  • Origination:
  • Footnote: Nach Informationen von SSRN wurde die ursprüngliche Fassung des Dokuments December 11, 2022 erstellt
  • Description: We present a computationally tractable method for simulating arbitrage free implied volatility surfaces. We illustrate how our method may be combined with a factor model for the implied volatility surface to generate dynamic scenarios for arbitrage-free implied volatility surfaces. Our approach conciliates static arbitrage constraints with a realistic representation of statistical properties of implied volatility co-movements. Finally, we introduce VolGAN, a nonparametric generative model for implied volatility surfaces
  • Access State: Open Access