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
Link To Document :
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