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外汇欧式期权在市场不完备下的对冲误差分析
引用本文:彭程,李爽,包莹,赵延龙.外汇欧式期权在市场不完备下的对冲误差分析[J].系统工程理论与实践,2019,39(11):2739-2749.
作者姓名:彭程  李爽  包莹  赵延龙
作者单位:1. 中国科学院 数学与系统科学研究院 系统控制重点实验室, 北京 100190;2. 中国科学院大学 数学科学学院, 北京 100049;3. 中国工商银行总行 风险管理部, 北京 100032
基金项目:国家重点研发计划项目(2018YFA0703800);国家自然科学基金(61622309)
摘    要:本文研究了外汇欧式期权的对冲误差问题,针对典型的静态和动态Delta对冲策略,在对冲过程不连续和利率平价公式不成立的市场不完备情形下,给出了即期对冲和远期对冲的对冲误差公式,从而能够更准确地衡量实际对冲组合产生的风险.在研究Delta对冲策略过程中,本文提出了一个包含摩擦系数ε的外汇远期汇率模型,并通过分析即期对冲和远期对冲的差异,给出了最优对冲方式的判别条件.该判别条件依赖于摩擦系数ε,做市商仅通过对摩擦系数ε实时的监控,便可以选择最优的风险对冲方式,从而提高了对冲效率.本文提出的对冲误差的具体解析式和最优对冲方式的判别条件为外汇期权对冲及其风险管理提供了理论依据.实证结果表明,本文提出的期望收益差与实际对冲组合的收益差基本一致,从而验证了判别条件的合理性.

关 键 词:外汇欧式期权  Delta对冲  对冲误差  摩擦系数  
收稿时间:2019-01-15

Hedging error analysis of foreign exchange European options under incomplete market
PENG Cheng,LI Shuang,BAO Ying,ZHAO Yanlong.Hedging error analysis of foreign exchange European options under incomplete market[J].Systems Engineering —Theory & Practice,2019,39(11):2739-2749.
Authors:PENG Cheng  LI Shuang  BAO Ying  ZHAO Yanlong
Institution:1. The Key Laboratory of Systems and Control, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China;2. School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China;3. Risk Management Department, Industrial and Commercial Bank of China, Beijing 100032, China
Abstract:This paper studies the hedging error of foreign exchange options. In respect of the typical static and dynamic Delta hedging strategies, under the circumstance of incomplete market, in which hedging process is discontinuous and interest rate parity theory is not established, the hedging error formulas of spot hedging and forward hedging are given, which can be used to measure the risk of actual hedging portfolio more accurately. In the process of studying Delta hedging strategies, this paper presents a forward exchange rate model including the friction coefficient ε. And by analyzing the difference between the spot hedging and forward hedging, a criterion for choosing the optimal hedging method is given. The criterion depends on the friction coefficient ε, so the market maker can choose the optimal risk hedging method only through real-time monitoring of friction coefficient ε, thus improving the hedging efficiency. The specific analytic formula of hedging error and the criterion of optimal hedging method proposed in this paper provide theoretical basis for foreign exchange option hedging and its risk management. The empirical results show that, the expected return difference proposed in this paper is basically consistent with the actual hedging portfolio, which verifies the rationality of the criterion.
Keywords:European options on foreign exchange  Delta hedge  hedge error  friction coefficient  
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