Almost sure lim sup behavior of bootstrapped means with applications to pairwise i.i.d. sequences and stationary ergodic sequences

被引:8
作者
Ahmed, SE
Li, DL
Rosalsky, A
Volodin, AI
机构
[1] Univ Florida, Dept Stat, Gainesville, FL 32611 USA
[2] Lakehead Univ, Dept Math & Stat, Thunder Bay, ON P7B 5E1, Canada
[3] Univ Regina, Dept Math & Stat, Regina, SK S4S 0A2, Canada
关键词
bootstrapped means; law of the iterated logarithm; pairwise i.i.d. sequences; stationary ergodic sequences; strong law of large numbers;
D O I
10.1016/S0378-3758(00)00322-0
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
For a sequence of random variables {X; n greater than or equal to1}, the exact convergence rate (i.e., an iterated logarithm-type result) is obtained for bootstrapped means. No assumptions are made concerning either the marginal or joint distributions of the random variables {X(n)greater than or equal to1}. As special cases, new results follow for pairwise i.i.d. sequences and stationary ergodic sequences. (C) 2001 Elsevier Science B.V. All rights reserved.
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页码:1 / 14
页数:14
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