Convergence of U-statistics indexed by a random walk to stochastic integrals of a Levy sheet

被引:2
|
作者
Franke, Brice [1 ]
Pene, Francoise [2 ,3 ]
Wendler, Martin [4 ]
机构
[1] Univ Bretagne Occidentale, UMR CNRS 6205, Lab Math Bretagne Atlantique, 6 Ave Le Gorgeu, F-29238 Brest, France
[2] Univ Bretagne Occidentale, 6 Ave Le Gorgeu, F-29238 Brest, France
[3] Inst Univ France, UMR CNRS 6205, Lab Math Bretagne Atlantique, 6 Ave Le Gorgeu, F-29238 Brest, France
[4] Ernst Moritz Arndt Univ Greifswald, Inst Math & Informat, Walther Rathenau Str 47, D-17487 Greifswald, Germany
关键词
Levy sheet; random scenery; random walk; stable limits; U-statistics; 2-DIMENSIONAL RANDOM-WALKS; STABLE RANDOM-WALKS; LIMIT-THEOREM; RANDOM SCENERY; LOCAL TIME;
D O I
10.3150/15-BEJ745
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
A U-statistic indexed by a Z(d0)-random walk (S-n)(n) is a process U-n := Sigma(n)(i,j=1) h(xi S-i, xi S) where his some real-valued function and (xi(k))(k) is a sequence of i.i.d. random variables, which are independent of the walk. Concerning the walk, we assume either that it is transient or that its increments are in the normal domain of attraction of a strictly stable distribution of exponent alpha is an element of [d(0), 2]. We further assume that the distribution of h(xi(1), xi(2)) belongs to the normal domain of attraction of a strictly stable distribution of exponent beta is an element of (0, 2). For a suitable renormalization (a(n))(n) we establish the convergence in distribution of the sequence of processes (Uleft perpendicularntright perpendicular/a(n))t; n is an element of N to some suitable observable of a Levy sheet (Z(s,t))(s,t). The limit process is the diagonal process (Z(t,t))(t) when alpha = d(0) is an element of {1, 2} or when the underlying walk is transient for arbitrary d(0) >= 1. When alpha >= d(0) = 1, the limit process is some stochastic integral with respect to Z.
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页码:329 / 378
页数:50
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