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

P. Nonsoong, K. Mekchay, S. Rujivan

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


Bibliography


Nonsoong, P., Mekchay, K., & Rujivan, S. (2021). AN ANALYTICAL OPTION PRICING FORMULA for MEAN-REVERTING ASSET with TIME-DEPENDENT PARAMETER. Anziam Journal, 63(2) 178-202. doi:10.1017/S1446181121000262

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