کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
384733 | 660854 | 2009 | 6 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Kernel-based Monte Carlo simulation for American option pricing Kernel-based Monte Carlo simulation for American option pricing](/preview/png/384733.png)
Valuation of an American option with Monte Carlo methods is one of the most important and difficult problems in pricing, since it involves the determination of optimal exercise timing in the sense that the option can be exercised at any time prior to its own maturity. Regression approaches have been widely used to price an American-style option approximately with Monte Carlo simulation. However, the conventional regression methods are very sensitive in the kind and the number of their basis functions, thereby affecting prediction accuracy. In this paper, we propose a novel kernel-based Monte Carlo simulation algorithm to overcome such shortcomings of the regression approaches and conduct a simulation on some American options with promising results on its pricing accuracy.
Journal: Expert Systems with Applications - Volume 36, Issue 3, Part 1, April 2009, Pages 4431–4436