The Exponent Expansion: an Effective Approximation of Transition Probabilities of Diffusion Processes and Pricing Kernels of Financial Derivatives
نویسندگان
چکیده
A computational technique borrowed from the physical sciences is introduced to obtain accurate closed-form approximations for the transition probability of arbitrary diffusion processes. Within the path integral framework the same technique allows one to obtain remarkably good approximations of the pricing kernels of financial derivatives. Several examples are presented, and the application of these results to increase the efficiency of numerical approaches to derivative pricing is discussed.
منابع مشابه
A Closed-form Approximation of Likelihood Functions for Discretely Sampled Diffusions: the Exponent Expansion
In this paper we discuss a closed-form approximation of the likelihood functions of an arbitrary diffusion process. The approximation is based on an exponential ansatz of the transition probability for a finite time step ∆t, and a series expansion of the deviation of its logarithm from that of a Gaussian distribution. Through this procedure, dubbed exponent expansion, the transition probability...
متن کاملPricing of Commodity Futures Contract by Using of Spot Price Jump-Diffusion Process
Futures contract is one of the most important derivatives that is used in financial markets in all over the world to buy or sell an asset or commodity in the future. Pricing of this tool depends on expected price of asset or commodity at the maturity date. According to this, theoretical futures pricing models try to find this expected price in order to use in the futures contract. So in this ar...
متن کاملParametrix Approximation of Diffusion Transition Densities
A new analytical approximation tool, derived from the classical PDEs’ theory, is introduced in order to build approximate transition densities of diffusions. The tool is useful for approximate pricing and hedging of financial derivatives, and for maximum likelihood and method of moments estimates of diffusion parameters. The approximation is uniform with respect to time and space variables. Mor...
متن کاملUsing Brownian Bridge for Fast Simulation of Jump-Diffusion Processes and Barrier Options
THE JOURNAL OF DERIVATIVES 43 Barrier options are one of the most popular derivatives in the financial markets. The authors present a fast and unbiased Monte Carlo approach to pricing barrier options when the underlying security follows a simple jump-diffusion process with constant parameters and a continuously monitored barrier. Two algorithms are based on the Brownian bridge concept. The firs...
متن کاملPricing of Futures Contracts by Considering Stochastic Exponential Jump Domain of Spot Price
Derivatives are alternative financial instruments which extend traders opportunities to achieve some financial goals. They are risk management instruments that are related to a data in the future, and also they react to uncertain prices. Study on pricing futures can provide useful tools to understand the stochastic behavior of prices to manage the risk of price volatility. Thus, this study eval...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2005