English

On the Heston Model with Stochastic Volatility: Analytic Solutions and Complete Markets

Analysis of PDEs 2017-11-15 v1

Abstract

We study the Heston model for pricing European options on stocks with stochastic volatility. This is a Black\--Scholes\--type equation whose spatial domain for the logarithmic stock price x\RRx\in \RR and the variance v(0,)v\in (0,\infty) is the half\--plane \HH=\RR×(0,)\HH = \RR\times (0,\infty). The {\it volatility\/} is then given by v\sqrt{v}. The diffusion equation for the price of the European call option p=p(x,v,t)p = p(x,v,t) at time tTt\leq T is parabolic and degenerates at the boundary \HH=\RR×{0}\partial \HH = \RR\times \{0\} as v0+v\to 0+. The goal is to hedge with this option against volatility fluctuations, i.e., the function vp(x,v,t) ⁣:(0,)\RRv\mapsto p(x,v,t)\colon (0,\infty)\to \RR and its (local) inverse are of particular interest. We prove that pv(x,v,t)0\frac{\partial p}{\partial v}(x,v,t) \not= 0 holds almost everywhere in \HH×(,T)\HH\times (-\infty,T) by establishing the analyticity of pp in both, space (x,v)(x,v) and time tt variables. To this end, we are able to show that the Black\--Scholes\--type operator, which appears in the diffusion equation, generates a holomorphic C0C^0-semigroup in a suitable weighted L2L^2-space over \HH\HH. We show that the C0C^0-semigroup solution can be extended to a holomorphic function in a complex domain in \CC2×\CC\CC^2\times \CC, by establishing some new a~priori weighted L2L^2-estimates over certain complex "shifts" of \HH\HH for the unique holomorphic extension. These estimates depend only on the weighted L2L^2-norm of the terminal data over \HH\HH (at t=Tt=T).

Keywords

Cite

@article{arxiv.1711.04536,
  title  = {On the Heston Model with Stochastic Volatility: Analytic Solutions and Complete Markets},
  author = {Bénédicte Alziary and Peter Takáč},
  journal= {arXiv preprint arXiv:1711.04536},
  year   = {2017}
}

Comments

61 pages, 4 figures, research finished in September 2017