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Erschienen in: Finance and Stochastics 3/2017

25.05.2017

The exact Taylor formula of the implied volatility

verfasst von: Stefano Pagliarani, Andrea Pascucci

Erschienen in: Finance and Stochastics | Ausgabe 3/2017

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Abstract

In a model driven by a multidimensional local diffusion, we study the behavior of the implied volatility \({\sigma}\) and its derivatives with respect to log-strike \(k\) and maturity \(T\) near expiry and at the money. We recover explicit limits of the derivatives \({\partial_{T}^{q}} \partial_{k}^{m} \sigma\) for \((T,x-k)\) approaching the origin within the parabolic region \(|x-k|\leq\lambda\sqrt{T}\), with \(x\) denoting the spot log-price of the underlying asset and where \(\lambda\) is a positive and arbitrarily large constant. Such limits yield the exact Taylor formula for the implied volatility within the parabola \(|x-k|\leq\lambda\sqrt{T}\). In order to include important models of interest in mathematical finance, e.g. Heston, CEV, SABR, the analysis is carried out under the weak assumption that the infinitesimal generator of the diffusion is only locally elliptic.

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Fußnoten
1
We assume that \(S\) is a martingale in order to ensure that the financial model is well posed; however, this assumption will not be used in the proof of our main results.
 
2
The case of deterministic interest rates and/or dividends can be easily included by performing the analysis on the forward prices.
 
3
Connected and open set.
 
4
To simplify the presentation, we assume \(N\ge2\). However, the proofs of neither the results in dimension one (i.e., \(d=1\)), nor the results for the derivatives of order one or two in a generic dimension, do require this condition.
 
5
The definition of Feller process given in [18, Chap. 2.2] is slightly different from ours. However, the Feller property for solutions of SDEs is proved in [18] as a consequence of Lemma 5.3.3; this lemma also implies the Feller property as given in Assumption 2.5.
 
6
Simply note that \((S_{T}-K )^{+}\le S_{T}\) and \(S\) is a martingale by assumption.
 
7
The solution is unique within the class of non-rapidly increasing functions.
 
8
For instance, for \(n=3\), we have \(I_{3,3}=\{(1,1,1) \}\), \(I_{3,2}=\{(1,2),(2,1)\}\), and \(I_{3,1}=\{(3)\}\).
 
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Metadaten
Titel
The exact Taylor formula of the implied volatility
verfasst von
Stefano Pagliarani
Andrea Pascucci
Publikationsdatum
25.05.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Finance and Stochastics / Ausgabe 3/2017
Print ISSN: 0949-2984
Elektronische ISSN: 1432-1122
DOI
https://doi.org/10.1007/s00780-017-0330-x

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