On refined volatility smile expansion in the Heston model

被引:22
作者
Friz, Peter [1 ,2 ]
Gerhold, Stefan [3 ]
Gulisashvili, Archil [4 ]
Sturm, Stephan [5 ]
机构
[1] TU Berlin, Berlin, Germany
[2] WIAS Berlin, Berlin, Germany
[3] TU Wien, Vienna, Austria
[4] Ohio Univ, Athens, OH 45701 USA
[5] Princeton Univ, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
Volatility smile fitting; Stochastic volatility; Differential equations; Derivatives pricing; STOCHASTIC VOLATILITY; IMPLIED VOLATILITY; ASYMPTOTIC FORMULAS; MOMENT EXPLOSIONS; EXTREME STRIKES;
D O I
10.1080/14697688.2010.541486
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
It is known that Heston's stochastic volatility model exhibits moment explosion, and that the critical moment s(+) can be obtained by solving (numerically) a simple equation. This yields a leading-order expansion for the implied volatility at large strikes: sigma(BS)(k, T)T-2 similar to Psi(s(+) - 1) x k (Roger Lee's moment formula). Motivated by recent 'tail-wing' refinements of this moment formula, we first derive a novel tail expansion for the Heston density, sharpening previous work of Dragulescu and Yakovenko [Quant. Finance, 2002, 2(6), 443-453], and then show the validity of a refined expansion of the type sigma(BS)(k, T)T-2 (beta(1)k(1/2) + beta(2)+ ...)(2), where all constants are explicitly known as functions of s(+), the Heston model parameters, the spot vol and maturity T. In the case of the 'zero-correlation' Heston model, such an expansion was derived by Gulisashvili and Stein [Appl. Math. Optim., 2010, 61(3), 287-315]. Our methods and results may prove useful beyond the Heston model: the entire quantitative analysis is based on affine principles and at no point do we need knowledge of the (explicit, but cumbersome) closed-form expression of the Fourier transform of log ST (equivalently the Mellin transform of S-T). What matters is that these transforms satisfy ordinary differential equations of the Riccati type. Secondly, our analysis reveals a new parameter (the 'critical slope'), defined in a model-free manner, which drives the second-and higher-order terms in tail and implied volatility expansions.
引用
收藏
页码:1151 / 1164
页数:14
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