Optimal discretization of stochastic integrals driven by general Brownian semimartingale

被引:3
|
作者
Gobet, Emmanuel [1 ]
Stazhynski, Uladzislau
机构
[1] Univ Paris Saclay, Ecole Polytech, CMAP, Route Saclay, F-91128 Palaiseau, France
关键词
Discretization of stochastic integrals; Hitting times; Random ellipsoids; Almost sure convergence; DIFFERENTIAL-EQUATIONS; STRATEGY; ERROR;
D O I
10.1214/17-AIHP848
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 study the optimal discretization error of stochastic integrals, driven by a multidimensional continuous Brownian semimartingale. In this setting we establish a pathwise lower bound for the renormalized quadratic variation of the error and we provide a sequence of discretization stopping times, which is asymptotically optimal. The latter is defined as hitting times of random ellipsoids by the semimartingale at hand. In comparison with previous available results, we allow a quite large class of semimartingales (relaxing in particular the non degeneracy conditions usually requested) and we prove that the asymptotic lower bound is attainable.
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页码:1556 / 1582
页数:27
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