Trajectorial coupling between one-dimensional diffusions with linear diffusion coefficient and their Euler scheme

نویسندگان

  • Arnaud Gloter
  • Emmanuelle Clément
چکیده

It is well known that the strong error approximation, in the space of continuous paths equipped with the supremum norm, between a diffusion process, with smooth coefficients, and its Euler approximation with step $1/n$ is $O(nˆ{-1/2})$ and that the weak error estimation between the marginal laws, at the terminal time $T$, is $O(nˆ{-1})$. In this talk, we study the $p-$Wasserstein distance between the law of the trajectory of a diffusion process, with linear diffusion coefficient, and its Euler scheme. Using the Komlós, Major and Tusnády construction, we show that this Wasserstein distance is of order $log n/n$. ∗Speaker †Corresponding author: [email protected] sciencesconf.org:montecarlo16:114748

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Convex order for path-dependent American options using the Euler scheme of martingale jump diffusion process

We explore the functional convex order of martingale diffusions and stochastic integrals with respect to their diffusion coefficient in both a Brownian and a jump framework. We finally extend this result to the Snell envelope of functionals of these process i.e. to American options with pathwise payoffs.

متن کامل

Equivalence for nonparametric drift estimation of a diffusion process and its Euler scheme

The main goal of the asymptotic equivalence theory of Le Cam (1986) is to approximate general statistical models by simple ones. We develop here a global asymptotic equivalence result for nonparametric drift estimation of a discretely observed diffusion process and its Euler scheme. The asymptotic equivalences are established by constructing explicit equivalence mappings. The impact of such asy...

متن کامل

The Euler-Maruyama approximation for the absorption time of the CEV diffusion

A standard convergence analysis of the simulation schemes for the hitting times of diffusions typically requires non-degeneracy of their coefficients on the boundary, which excludes the possibility of absorption. In this paper we consider the CEV diffusion from the mathematical finance and show how a weakly consistent approximation for the absorption time can be constructed, using the Euler-Mar...

متن کامل

Weak Error for the Euler Scheme Approximation of Diffusions with Non-Smooth Coefficients *

We study the weak error associated with the Euler scheme of non degenerate diffusion processes with non smooth bounded coefficients. Namely, we consider the cases of Hölder continuous coefficients as well as piecewise smooth drifts with smooth diffusion matrices. 1991 Mathematics Subject Classification. Primary 60H10; Secondary 65C30. December 22, 2016.

متن کامل

Simple simulation of diffusion bridges with application to likelihood inference for diffusions

With a view to likelihood inference for discretely observed diffusion type models, we propose a simple method of simulating approximations to diffusion bridges. The method is applicable to all one-dimensional diffusion processes and has the advantage that simple simulation methods like the Euler scheme can be applied to bridge simulation. Another advantage over other bridge simulation methods i...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016