Cramér type moderate deviations for Studentized U-statistics******

Tze Leng Lai; Qi-Man Shao; Qiying Wang

ESAIM: Probability and Statistics (2012)

  • Volume: 15, page 168-179
  • ISSN: 1292-8100

Abstract

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Let Tn be a Studentized U-statistic. It is proved that a Cramér type moderate deviation P(Tn ≥ x)/(1 − Φ(x)) → 1 holds uniformly in x∈ [0, o(n1/6)) when the kernel satisfies some regular conditions.

How to cite

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Lai, Tze Leng, Shao, Qi-Man, and Wang, Qiying. "Cramér type moderate deviations for Studentized U-statistics******." ESAIM: Probability and Statistics 15 (2012): 168-179. <http://eudml.org/doc/222449>.

@article{Lai2012,
abstract = { Let Tn be a Studentized U-statistic. It is proved that a Cramér type moderate deviation P(Tn ≥ x)/(1 − Φ(x)) → 1 holds uniformly in x∈ [0, o(n1/6)) when the kernel satisfies some regular conditions. },
author = {Lai, Tze Leng, Shao, Qi-Man, Wang, Qiying},
journal = {ESAIM: Probability and Statistics},
keywords = {Moderate deviation; u-statistic; studentized; moderate deviation; -statistic; Studentized statistic},
language = {eng},
month = {1},
pages = {168-179},
publisher = {EDP Sciences},
title = {Cramér type moderate deviations for Studentized U-statistics******},
url = {http://eudml.org/doc/222449},
volume = {15},
year = {2012},
}

TY - JOUR
AU - Lai, Tze Leng
AU - Shao, Qi-Man
AU - Wang, Qiying
TI - Cramér type moderate deviations for Studentized U-statistics******
JO - ESAIM: Probability and Statistics
DA - 2012/1//
PB - EDP Sciences
VL - 15
SP - 168
EP - 179
AB - Let Tn be a Studentized U-statistic. It is proved that a Cramér type moderate deviation P(Tn ≥ x)/(1 − Φ(x)) → 1 holds uniformly in x∈ [0, o(n1/6)) when the kernel satisfies some regular conditions.
LA - eng
KW - Moderate deviation; u-statistic; studentized; moderate deviation; -statistic; Studentized statistic
UR - http://eudml.org/doc/222449
ER -

References

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  14. M. Vardemaele and N. Veraverbeke, Cramer type large deviations for studentized U-statistics. Metrika32 (1985) 165–180.  
  15. Q. Wang, Bernstein type inequalities for degenerate U-statistics with applications. Ann. Math. Ser. B19 (1998) 157–166.  
  16. Q. Wang, B.-Y. Jing and L. Zhao, The Berry-Esséen bound for studentized statistics. Ann. Probab.28 (2000) 511–535.  
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