Small ball probabilities of fractional Brownian sheets via fractional integration operators

被引:26
|
作者
Belinsky, E
Linde, W
机构
[1] Univ W Indies, Dept Comp Sci Math & Phys, Bridgetown, Barbados
[2] Univ Jena, Inst Stochast, D-07743 Jena, Germany
关键词
fractional integration; Kolmogorov numbers; entropy numbers; fractional Brownian motion; small ball behaviour;
D O I
10.1023/A:1016263614257
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 investigate the small ball problem for d-dimensional fractional Brownian sheets by functional analytic methods. For this reason we show that integration operators of Riemann Liouville and Weyl type are very close in the sense of their approximation properties, i.e., the Kolmogorov and entropy numbers of their difference tend to zero exponentially. This allows us to carry over properties of the Weyl operator to the Riemann Liouville one, leading to sharp small ball estimates for some fractional Brownian sheets. In particular, we extend Talagrand's estimate for the 2-dimensional Brownian sheet to the fractional case. When passing from dimension 1 to dimension dgreater than or equal to2, we use a quite general estimate for the Kolmogorov numbers of the tensor products of linear operators.
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页码:589 / 612
页数:24
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