• 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