论文标题

准蒙特卡罗规则的理论和构建,用于期权定价和密度估计

Theory and construction of Quasi-Monte Carlo rules for option pricing and density estimation

论文作者

Gilbert, Alexander D., Kuo, Frances Y., Sloan, Ian H., Srikumar, Abirami

论文摘要

在本文中,我们提出并分析了一种估计与亚洲选项相关的三个数量的方法:公平价格,累积分布函数和概率密度。该方法涉及一个相对于一个精心选择的集成变量的预一体化,以获得其余变量的平滑函数,然后应用定制的晶格准蒙特卡洛规则,以在其余变量上整合。

In this paper we propose and analyse a method for estimating three quantities related to an Asian option: the fair price, the cumulative distribution function, and the probability density. The method involves preintegration with respect to one well chosen integration variable to obtain a smooth function of the remaining variables, followed by the application of a tailored lattice Quasi-Monte Carlo rule to integrate over the remaining variables.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源