American option pricing under GARCH with non-normal innovations

被引:6
|
作者
Simonato, Jean-Guy [1 ]
机构
[1] HEC Montreal, Dept Finance, 3000 Chemin Cote St Catherine, Montreal, PQ, Canada
关键词
American options; GARCH; Johnson distribution; Quadrature; QUADRATURE METHODS; VALUATION; HETEROSCEDASTICITY;
D O I
10.1007/s11081-019-09421-w
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
As it is well known from the time-series literature, GARCH processes with non-normal shocks provide better descriptions of stock returns than GARCH processes with normal shocks. However, in the derivatives literature, American option pricing algorithms under GARCH are typically designed to deal with normal shocks. We thus develop here an approach capable of pricing American options with non-normal shocks. The approach uses an equilibrium pricing model with shocks characterized by a Johnson Su distribution and a simple algorithm inspired from the quadrature approaches recently proposed in the option pricing literature. Numerical experiments calibrated to stock index return data show that this method provides accurate option prices under GARCH for non-normal and normal cases.
引用
收藏
页码:853 / 880
页数:28
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