TOWARD A GENERAL LAW OF THE ITERATED LOGARITHM IN BANACH-SPACE

被引:26
作者
EINMAHL, U
机构
关键词
BOUNDED LAW OF THE ITERATED LOGARITHM; K-FUNCTION; LIL BEHAVIOR; RANDOMIZATION; RADEMACHER RANDOM VARIABLES;
D O I
10.1214/aop/1176989009
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 general bounded law of the iterated logarithm for Banach space valued random variables is established. Our result implies: (a) the bounded LIL of Ledoux and Talagrand, (b) a bounded LIL for random variables in the domain of attraction of a Gaussian law and (c) new LIL results for random variables outside the domain of attraction of a Gaussian law in cases where the classical norming sequence {root nLLn} does not work. Basic ingredients of our proof are an infinite-dimensional Fuk-Nagaev type inequality and an infinite-dimensional version of Klass's K-function.
引用
收藏
页码:2012 / 2045
页数:34
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