SPACINGS-RATIO EMPIRICAL PROCESSES

被引:1
作者
Deheuvels, Paul [1 ]
Derzko, Gerard [2 ,3 ]
机构
[1] Univ Paris 06, LSTA, F-92340 Bourg La Reine, France
[2] Univ Paris 06, LSTA, F-34184 Montpellier 04, France
[3] Sanofi Aventis, Rech & Dev, F-34184 Montpellier 04, France
关键词
empirical processes; Gaussian processes; weak invariance principles; limit laws; spacings; order statistics; weak laws; two sample tests; nonparametric tests; STRONG APPROXIMATIONS; PARTIAL SUMS; LAWS; FUNCTIONALS; INCREMENTS;
D O I
10.1007/s10998-010-3121-0
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider an empirical process based upon ratios of selected pairs of spacings, generated by independent samples of arbitrary sizes. As a main result, we show that when both samples are uniformly distributed on (possibly shifted) intervals of equal lengths, this empirical process converges to a mean-centered Brownian bridge of the form B (C) (u) = B(u)-6Cu(1-u) integral(0) (1) B(s)ds, where B(center dot) denotes a Brownian bridge, and C, a constant. The investigation of the class of Gaussian processes {B (C) (center dot): C R} leads to some unexpected distributional identities such as B(2)(center dot) = (d) B(center dot). We discuss this and similar results in an extended framework.
引用
收藏
页码:121 / 164
页数:44
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