Total variation distance between two diffusions in small time with unbounded drift: application to the Euler-Maruyama scheme

被引:2
作者
Bras, Pierre [1 ]
Pages, Gilles [1 ]
Panloup, Fabien [2 ]
机构
[1] Sorbonne Univ, Lab Probabilites Stat & Modelisat, Paris, France
[2] Univ Angers, Lab Angevin Rech Math, Angers, France
来源
ELECTRONIC JOURNAL OF PROBABILITY | 2022年 / 27卷
关键词
Stochastic differential equation; Euler-Maruyama scheme; total variation; Richardson-Romberg extrapolation; Aronson's bounds; DIFFERENTIAL-EQUATIONS; CONVERGENCE; OPERATORS; DENSITY;
D O I
10.1214/22-EJP881
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We give bounds for the total variation distance between the solutions to two stochastic differential equations starting at the same point and with close coefficients, which applies in particular to the distance between an exact solution and its Euler-Maruyama scheme in small time. We show that for small t, the total variation distance is of order t(r/(2r+1)) if the noise coefficient sigma of the SDE is elliptic and C-b(2r), r is an element of N and if the drift is C-1 with bounded derivatives, using multi-step Richardson-Romberg extrapolation. We do not require the drift to be bounded. Then we prove with a counterexample that we cannot achieve a bound better than t(1/2) in general.
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页数:19
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