Weak approximation of killed diffusion using Euler schemes

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Abstract

We study the weak approximation of a multidimensional diffusion (Xt)0≤t≤T killed as it leaves an open set D, when the diffusion is approximated by its continuous Euler scheme (X̃t)0≤t≤T or by its discrete one (X̃ti)0≤i≤N, with discretization step T/N. If we set τinf{t>0:Xt∉D} and τ̃cinf{t>0:X̃t∉D}, we prove that the discretization error Ex[1T<τ̃cf(X̃ T)]-Ex[1T<τf(XT)] can be expanded to the first order in N-1, provided support or regularity conditions on f. For the discrete scheme, if we set τ̃dinf{ti>0:X̃t i∉D}, the error Ex[1T<τ̃df(X̃ T)]-Ex[1T<τf(XT)] 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.

Original languageEnglish
Pages (from-to)167-197
Number of pages31
JournalStochastic Processes and their Applications
Volume87
Issue number2
DOIs
Publication statusPublished - 1 Jan 2000
Externally publishedYes

Keywords

  • Error's expansion
  • Euler scheme
  • Itô's formula
  • Killed diffusion
  • Local time on the boundary
  • Malliavin calculus
  • Orthogonal projection
  • Weak approximation

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