Anziam Journal, Volume 63, Issue 2, Pages 178-202 , 23/04/2021
AN ANALYTICAL OPTION PRICING FORMULA for MEAN-REVERTING ASSET with TIME-DEPENDENT PARAMETER
Abstract
We present an analytical option pricing formula for the European options, in which the price dynamics of a risky asset follows a mean-reverting process with a time-dependent parameter. The process can be adapted to describe a seasonal variation in price such as in agricultural commodity markets. An analytical solution is derived based on the solution of a partial differential equation, which shows that a European option price can be decomposed into two terms: the payoff of the option at the initial time and the time-integral over the lifetime of the option driven by a time-dependent parameter. Finally, results obtained from the formula have been compared with Monte Carlo simulations and a Black-Scholes-type formula under various kinds of long-run mean functions, and some examples of option price behaviours have been provided.
Document Type
Article
Source Type
Journal
Keywords
Feynman-Kac formulaMean-reverting processOption pricing
ASJC Subject Area
Mathematics : Mathematics (miscellaneous)
Funding Agency
Chulalongkorn University