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 language | English |
|---|---|
| Pages (from-to) | 167-197 |
| Number of pages | 31 |
| Journal | Stochastic Processes and their Applications |
| Volume | 87 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 1 Jan 2000 |
| Externally published | Yes |
Keywords
- Error's expansion
- Euler scheme
- Itô's formula
- Killed diffusion
- Local time on the boundary
- Malliavin calculus
- Orthogonal projection
- Weak approximation