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.
机构:
Fudan Univ, Sch Math Sci, Shanghai 200433, Peoples R China
Kyushu Univ, Grad Sch Math, Fukuoka, Fukuoka 8190395, JapanFudan Univ, Sch Math Sci, Shanghai 200433, Peoples R China
Pei, Bin
Xu, Yong
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机构:
Northwestern Polytech Univ, Dept Appl Math, Xian 710072, Shaanxi, Peoples R ChinaFudan Univ, Sch Math Sci, Shanghai 200433, Peoples R China
Xu, Yong
Wu, Jiang-Lun
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机构:
Swansea Univ, Dept Math, Swansea SA1 8EN, W Glam, WalesFudan Univ, Sch Math Sci, Shanghai 200433, Peoples R China
机构:
Hallym Univ, Dept Stat, Chunchon 200702, Gangwon Do, South KoreaHallym Univ, Dept Stat, Chunchon 200702, Gangwon Do, South Korea
Kim, Yoon Tae
Jeon, Jong Woo
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机构:
Seoul Natl Univ, Dept Stat, Seoul 151742, South KoreaHallym Univ, Dept Stat, Chunchon 200702, Gangwon Do, South Korea
Jeon, Jong Woo
Park, Hyun Suk
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机构:
Australian Natl Univ, Ctr Math & Applicat, Canberra, ACT 0200, Australia
Seoul Natl Univ, Stat Res Ctr Complex Syst, Seoul 151742, South KoreaHallym Univ, Dept Stat, Chunchon 200702, Gangwon Do, South Korea