Songklanakarin Journal of Science and Technology, Volume 43, Issue 4, Pages 936-947 , 01/10/2021

An explicit solution of a recurrence differential equation and its application in determining the conditional moments of quadratic variance diffusion processes

Kiattisak Prathom, Sanae Rujivan

Abstract

This paper investigates solutions of a recurrence differential equation (RDE) of the form: Firstly, we apply Laplace transform to the RDE to obtain a difference equation in Laplace space. Our success in performing Laplace inverse transform leads to an explicit solution of the RDE. Finally, we present an application of our results by deriving closed-form formulas for the conditional moment, variance, covariance, and correlation of quadratic variance diffusion processes which are commonly used for studying model variance or interest rate processes in financial engineering.

Document Type

Article

Source Type

Journal

Keywords

Conditional momentsExplicit solutionQuadratic variance diffusion processesRecurrence differential equation

ASJC Subject Area

Multidisciplinary : Multidisciplinary

Funding Agency

Walailak University


Bibliography


Prathom, K., & Rujivan, S. (2021). An explicit solution of a recurrence differential equation and its application in determining the conditional moments of quadratic variance diffusion processes. Songklanakarin Journal of Science and Technology, 43(4) 936-947. doi:10.14456/sjst-psu.2021.123

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