4.7 Article

Truncated EM numerical method for generalised Ait-Sahalia-type interest rate model with delay

Journal

Publisher

ELSEVIER
DOI: 10.1016/j.cam.2020.113137

Keywords

Stochastic interest rate model; Delay volatility; Truncated EM scheme; Strong convergence; Monte Carlo scheme

Funding

  1. University of Strathclyde, UK
  2. Royal Society, UK [WM160014]
  3. Royal Society [NA160317]
  4. Newton Fund, UK [NA160317]

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This paper examines the analytical properties of the true solution of the Ait-Sahalia model with time-delayed volatility in the spot interest rate, and proposes new techniques for constructing numerical solutions. It is demonstrated that the truncated Euler-Maruyama approximate solution can be effectively utilized within a Monte Carlo scheme for valuing financial instruments such as options and bonds.
The original Ait-Sahalia model of the spot interest rate proposed by Ait-Sahalia assumes constant volatility. As supported by several empirical studies, volatility is never constant in most financial markets. From application viewpoint, it is important we generalise the Ait-Sahalia model to incorporate volatility as a function of delay in the spot rate. In this paper, we study analytical properties for the true solution of this model and construct several new techniques of the truncated Euler-Maruyama (EM) method to study properties of the numerical solutions under the local Lipschitz condition plus Khasminskii-type condition. Finally, we justify that the truncated EM approximate solution can be used within a Monte Carlo scheme for numerical valuations of some financial instruments such as options and bonds. (C) 2020 Elsevier B.V. All rights reserved.

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