Weak approximation of killed diffusion using Euler schemes
We study the weak approximation of a multidimensional diffusion (Xt)0[less-than-or-equals, slant]t[less-than-or-equals, slant]T killed as it leaves an open set D, when the diffusion is approximated by its continuous Euler scheme or by its discrete one , with discretization step T/N. If we set [tau] := inf{t>0: Xt[negated set membership]D} and , we prove that the discretization error can be expanded to the first order in N-1, provided support or regularity conditions on f. For the discrete scheme, if we set , the error is of order N-1/2, under analogous assumptions on f. This rate of convergence is actually exact and intrinsic to the problem of discrete killing time.
Year of publication: |
2000
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Authors: | Gobet, Emmanuel |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 87.2000, 2, p. 167-197
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Publisher: |
Elsevier |
Keywords: | Weak approximation Killed diffusion Euler scheme Error's expansion Malliavin calculus Ito's formula Orthogonal projection Local time on the boundary |
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