Exponential inequalities for the distributions of V-processes based on dependent observations

被引：0

作者：

Borisov I.S. ^{[1
,2
]}

Zhechev V.A. ^{[3
]}

机构：

[1] Sobolev Institute of Mathematics, Novosibirsk

[2] Novosibirsk State University, Novosibirsk

[3] Yandex Technologies, Moscow

来源：

Siberian Advances in Mathematics | 2019年 / 29卷 / 4期

基金：

俄罗斯基础研究基金会;

关键词：

canonical U - and V -statistics; dependent observations; exponential inequality; mixing conditions; multiple orthogonal series; V; -process;

D O I：

10.3103/S1055134419040023

中图分类号：

学科分类号：

摘要：

In the paper, exponential inequalities are obtained for the distribution tail of the sup-norm of a V-process with canonical kernel based on independent or weakly dependent observations. © 2019, Allerton Press, Inc.

引用

页码：263 / 273

页数：10

共 10 条

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[2]

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[3]

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[4]

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[9]

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[10]

Hoeffding W., Probability inequalities for sums of bounded random variables, J. Amer. Statist. Assoc., 18, (1963)

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