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市场摩擦、体制转换和模型不确定性下的欧式期权定价

European option pricing with market frictions, regime switches and model uncertainty

Insurance Mathematics and Economics · 2023
被引 2
人大 BABS 3

中文导读

研究了市场摩擦成本在体制转换环境下对欧式期权定价的影响,通过随机最优控制和非线性偏微分方程确定买卖价格,并用相对熵得到公平价值,发现市场摩擦成本比体制转换更显著。

Abstract

The impact of market frictional costs on pricing insurance and financial products in a regime-switching environment has not been well-explored. This paper introduces a general pricing model for European options which incorporates market frictional costs, regime switches and model uncertainty. Regimes switches are due to changes in an economic environment. Model uncertainty is attributed to misspecification of transition intensities for economic regimes. The selling and buying prices of a European option are determined through stochastic optimal control and nonlinear partial differential equations. A fair value is determined by a closed-form solution to a minimization problem based on a relative entropy. The fair value is consistent with the one obtained using the Esscher transform, which is an important tool in actuarial science. Numerical methods and results for implementing the pricing model are presented. The results indicate that after controlling for the model uncertainty, market frictional costs are more significant than regime switches in accounting for the fair, selling and buying prices.

金融工程期权定价市场摩擦体制转换模型不确定性