A Finite-element Approach for Pricing Swing Options under Stochastic Volatility

نویسندگان

  • Muhu Wang
  • Edward P. C. Kao
  • Jiwen He
  • Mingxuan Wang
  • Dongmei Mao
چکیده

Option pricing plays an important role in financial,energy, and commodity markets. The Black-Scholes model is an indispensable framework for the option pricing. This thesis studies the pricing of a swing option under stochastic volatility. A swing option is an American-style contract with multiple exercise rights. As such, it is an optimal multiplestopping time problem. In this dissertation, we reduce the problem to a sequence of optimal single stopping time problems. We propose an algorithm based on the finite element method to value the option. In real-world applications, volatility is typically not a constant. Stochastic volatility models are commonly chosen for modeling dynamic changes of volatility. Here we use the finite element approach to handle this added complication and present numerical results. For benchmark comparisons, we develop Monte Carlo methods to simulate the swing option under stochastic volatility. We compare the results obtained from both approaches and demonstrate that the finite element method is accurate and efficient, whereas the Monte Carlo method is easy to implement.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Option pricing under the double stochastic volatility with double jump model

In this paper, we deal with the pricing of power options when the dynamics of the risky underling asset follows the double stochastic volatility with double jump model. We prove efficiency of our considered model by fast Fourier transform method, Monte Carlo simulation and numerical results using power call options i.e. Monte Carlo simulation and numerical results show that the fast Fourier tra...

متن کامل

On Pricing Barrier Options with Discrete Monitoring

This paper proposes a new approximation method for pricing barrier options with discrete monitoring under stochastic volatility environment. In particular, the integration-by-parts formula and the duality formula in Malliavin calculus are effectively applied in an asymptotic expansion approach. First, the paper derives an asymptotic expansion for generalized Wiener functionals. After it is appl...

متن کامل

Pricing American Options under Stochastic Volatility : A New Method Using

This paper presents a new numerical method for pricing American call options when the volatility of the price of the underlying stock is stochastic. By exploiting a log-linear relationship of the optimal exercise boundary with respect to volatility changes, we derive an integral representation of an American call price and the early exercise premium which holds under stochastic volatility. This...

متن کامل

Fast Hilbert transform algorithms for pricing discrete timer options under stochastic volatility models

Timer options are barrier style options in the volatility space. A typical timer option is similar to its European vanilla counterpart, except with uncertain expiration date. The finite-maturity timer option expires either when the accumulated realized variance of the underlying asset has reached a pre-specified level or on the mandated expiration date, whichever comes earlier. The challenge in...

متن کامل

Numerical Solution of Pricing of European Put Option with Stochastic Volatility

In this paper, European option pricing with stochastic volatility forecasted by well known GARCH model is discussed in context of Indian financial market. The data of Reliance Ltd. stockprice from 3/01/2000 to 30/03/2009 is used and resulting partial differential equation is solved byCrank-Nicolson finite difference method for various interest rates and maturity in time. Thesensitivity measures...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010