Some effects of trimming on the law of the iterated logarithm

被引:2
|
作者
Kesten, H [1 ]
Maller, R [1 ]
机构
[1] Cornell Univ, Dept Math, Ithaca, NY 14853 USA
关键词
trimmed sum; order statistics; iterated logarithm law;
D O I
10.1239/jap/1082552203
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
We investigate some effects that the 'light' trimming of a sum S-n = X-1 + X-2 + (...) + X-n of independent and identically distributed random variables has on behaviour of iterated logarithm type. Light trimming is defined as removing a constant number of summands from S-n. We consider two versions: S-(r)(n), which is obtained by deleting the r largest X-1 from S-n, and S-(r)(n), which is obtained by deleting the r variables X-1 which are largest in absolute value from S-n. We summarise some relevant results from Rogozin (1968), Heyde (1969), and later writers concerning the untrimmed sum, and add some new results concerning trimmed Sums. Among other things we show that a general form of the law of the iterated logarithm holds for S-(r)(n), but not (completely) for S-(r)(n).
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页码:253 / 271
页数:19
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