Mon, 21 May 2007
16:30
16:30
SR1
Tue, 05 Jun 2007
14:30
14:30
L3
Mon, 21 May 2007
15:45
15:45
DH 3rd floor SR
High order weak Monte Carlo methods from the Cubature on Wiener space point of view for solving SDE's
Greg Gyurko
(Oxford)
Abstract
The "Cubature on Wiener space" algorithm can be regarded as a general
approach to high order weak approximations. Based on this observation we will
derive many well known weak discretisation schemes and optimise the
computational effort required for a given accuracy of the approximation. We show
that cubature can also help to overcome some stability difficulties. The
cubature on Wiener space algorithm is frequently combined with partial sampling
techniques and we outline an extension to these methods to reduce the variance
of the samples. We apply the extended method to examples arising in mathematical
finance.
Joint work of G. Gyurko, C. Litterer and T. Lyons