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).
机构:
Vilnius State Univ, LT-03225 Vilnius, Lithuania
Vilnius Coll Higher Educ, LT-01111 Vilnius, LithuaniaVilnius State Univ, LT-03225 Vilnius, Lithuania
机构:
Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Peoples R ChinaCent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Peoples R China
Wang, Yan
Mao, Mingzhi
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机构:
China Univ Geosci, Sch Math & Phys, Wuhan 430074, Peoples R ChinaCent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Peoples R China
Mao, Mingzhi
Hu, Xiaohua
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机构:
Cent China Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China
Drexel Univ, Coll Comp & Informat, Philadelphia, PA 19104 USACent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Peoples R China
Hu, Xiaohua
He, Tingting
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机构:
Cent China Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R ChinaCent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Peoples R China