Title of article
Exact approximation rate of killed hypoelliptic diffusions using the discrete Euler scheme
Author/Authors
Gobet، نويسنده , , Emmanuel and Menozzi، نويسنده , , Stéphane، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2004
Pages
23
From page
201
To page
223
Abstract
We are interested in approximating a multidimensional hypoelliptic diffusion process (Xt)t⩾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 C1h, 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 h, thus proving that the order of convergence is exactly 1/2.
rovides a theoretical explanation of the well-known bias that we can numerically observe in that kind of procedure.
Keywords
Killed processes , Discrete exit time , Overshoot above the boundary , Weak approximation
Journal title
Stochastic Processes and their Applications
Serial Year
2004
Journal title
Stochastic Processes and their Applications
Record number
1577432
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