Skip to main navigation Skip to search Skip to main content

Moment generating functions and normalized implied volatilities: unification and extension via Fukasawa’s pricing formula

  • Université Paris-Saclay
  • Zeliade Systems

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)

Abstract

We extend the model-free formula of Fukasawa [Math. Finance, 2012, 22, 753–762] for E[ψ(XT)], where XT = log ST /F is the log-price of an asset, to functions ψ of exponential growth. The resulting integral representation is written in terms of normalized implied volatilities. Just as Fukasawa’s work provides rigorous ground for Chriss and Morokoff’s [Risk, 1999, 1, 609–641] model-free formula for the log-contract (related to the Variance swap implied variance), we prove an expression for the moment generating function E[epXT] on its analyticity domain, that encompasses (and extends) Matytsin’s formula [Perturbative analysis of volatility smiles, 2000] for the characteristic function E[eiηXT] and Bergomi’s formula [Stochastic Volatility Modelling, 2016] for E[epXT], p ∈ [0, 1]. Besides, we (i) show that put-call duality transforms the first normalized implied volatility into the second, and (ii) analyse the invertibility of the extended transformation d(p, ·) = p d1 + (1 - p)d2 when p lies outside [0, 1]. As an application of (i), one can generate representations for the MGF (or other payoffs) by switching between one normalized implied volatility and the other.

Original languageEnglish
Pages (from-to)609-622
Number of pages14
JournalQuantitative Finance
Volume18
Issue number4
DOIs
Publication statusPublished - 3 Apr 2018
Externally publishedYes

Keywords

  • Implied volatility
  • Model-free pricing formulas
  • Moment generating functions
  • Power payoffs

Fingerprint

Dive into the research topics of 'Moment generating functions and normalized implied volatilities: unification and extension via Fukasawa’s pricing formula'. Together they form a unique fingerprint.

Cite this