Exact approximation rate of killed hypoelliptic diffusions using the discrete Euler scheme
Menozzi, S. ; Gobet, E.
HAL, hal-00102258 / Harvested from HAL
We are interested in approximating a multidimensional hypoelliptic diffusion process $(X_t)_{t\geq 0}$ killed when it leaves a smooth domain $D$. When a discrete Euler scheme with time step $h$ is used, we prove under a non characteristic boundary condition that the weak error is upper bounded by $C_1\sqrt h$, generalizing the result obtained by the first author in Gobet'00 for the uniformly elliptic case. We also obtain a lower bound with the same rate $\sqrt h$, thus proving that the order of convergence is exactly $\frac 12$. This provides a theoretical explanation of the well-known bias that we can numerically observe in that kind of procedure.
Publié le : 2004-07-05
Classification:  [MATH.MATH-PR]Mathematics [math]/Probability [math.PR]
@article{hal-00102258,
     author = {Menozzi, S. and Gobet, E.},
     title = {Exact approximation rate of killed hypoelliptic diffusions using the discrete Euler scheme},
     journal = {HAL},
     volume = {2004},
     number = {0},
     year = {2004},
     language = {en},
     url = {http://dml.mathdoc.fr/item/hal-00102258}
}
Menozzi, S.; Gobet, E. Exact approximation rate of killed hypoelliptic diffusions using the discrete Euler scheme. HAL, Tome 2004 (2004) no. 0, . http://gdmltest.u-ga.fr/item/hal-00102258/