THE CALCULATION OF EXPECTATIONS FOR CLASSES OF DIFFUSION PROCESSES BY LIE SYMMETRY METHODS

被引:33
作者
Craddock, Mark [1 ]
Lennox, Kelly A. [1 ]
机构
[1] Univ Technol Sydney, Dept Math Sci, Sydney, NSW 2007, Australia
关键词
Lie symmetry groups; fundamental solutions; diffusion processes; transition densities; expectations and functionals;
D O I
10.1214/08-AAP534
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper uses Lie symmetry methods to calculate certain expectations for a large class of Ito diffusions. We show that if the problem has sufficient symmetry, then the problem of computing functionals of the form E-x(e(-lambda Xt-f0tg(Xs)ds)) can be reduced to evaluating a single integral of known functions. Given a drift f we determine the functions g for which the corresponding functional can be calculated by symmetry. Conversely, given g, we can determine precisely those drifts f for which the transition density and the functional may be computed by symmetry. Many examples are presented to illustrate the method.
引用
收藏
页码:127 / 157
页数:31
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