MOMENTS OF RANDOMLY STOPPED U-STATISTICS

Citation
Vh. Delapena et Tl. Lai, MOMENTS OF RANDOMLY STOPPED U-STATISTICS, Annals of probability, 25(4), 1997, pp. 2055-2081
Citations number
23
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
00911798
Volume
25
Issue
4
Year of publication
1997
Pages
2055 - 2081
Database
ISI
SICI code
0091-1798(1997)25:4<2055:MORSU>2.0.ZU;2-T
Abstract
In this paper we provide sharp bounds on the L-p-norms of randomly sto pped U-statistics. These bounds consist mainly of decoupling inequalit ies designed to reduce the level of dependence between the U-statistic s and the stopping time involved. we apply our results to obtain Wald' s equation for U-statistics, moment convergence theorems and asymptoti c expansions for the moments of randomly stopped U-statistics. The pro ofs are based an decoupling inequalities, symmetrization techniques, t he use of subsequences and induction arguments.