Optimal Discrete Hedging in Garman-Kohlhagen Model with Liquidity Risk

被引:0
|
作者
Thanh Duong [1 ]
Quyen Ho [2 ]
An Tran
Minh Tran [3 ]
机构
[1] John von Neumann, Quantitat & Computat Finance Lab, Hcmc, Vietnam
[2] Univ Architecture, Dept Math, Hcmc, Vietnam
[3] John von Neumann, Quantitat & Computat Finance, Hcmc, Vietnam
关键词
discrete time; Garman-Kohlhagen model; liquidity cost; delta hedging; OPTIONS;
D O I
10.1007/978-3-319-18167-7_33
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we study a discrete time hedging and pricing problem using Garman-Kohlhagen model in a market with liquidity costs. We prove that delta hedging is an unique optimal strategy. In particular, the hedging strategy will have expected hedging error is the infinitesimal of the length of the revision interval with order of 3/2. An implicit finite difference method is presented and showed to be stable for solving the PDE required to obtain the option price. Finally, some experiments illustrate the efficiency of our method.
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页码:377 / 388
页数:12
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