Dirichlet forms in simulation
概率论
2007-05-23 v1
摘要
Equipping the probability space with a local Dirichlet form with square field operator and generator allows to improve Monte Carlo computations of expectations, densities, and conditional expectations, as soon as we are able to simulate a random variable together with and . We give examples on the Wiener space, on the Poisson space and on the Monte Carlo space. When is real-valued we give an explicit formula yielding the density at the speed of the law of large numbers.
引用
@article{arxiv.math/0610486,
title = {Dirichlet forms in simulation},
author = {Nicolas Bouleau},
journal= {arXiv preprint arXiv:math/0610486},
year = {2007}
}