Exact approximation rate of killed hypoelliptic diffusions using the discrete Euler scheme
We are interested in approximating a multidimensional hypoelliptic diffusion process (Xt)t[greater-or-equal, slanted]0 killed when it leaves a smooth domain D. When a discrete Euler scheme with time step h is used, we prove under a noncharacteristic boundary condition that the weak error is upper bounded by , generalizing the result obtained by Gobet in (Stoch. Proc. Appl. 87 (2000) 167) for the uniformly elliptic case. We also obtain a lower bound with the same rate , thus proving that the order of convergence is exactly 1/2. This provides a theoretical explanation of the well-known bias that we can numerically observe in that kind of procedure.
Year of publication: |
2004
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Authors: | Gobet, Emmanuel ; Menozzi, Stéphane |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 112.2004, 2, p. 201-223
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Publisher: |
Elsevier |
Keywords: | Weak approximation Killed processes Discrete exit time Overshoot above the boundary |
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