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

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

Journal

Siberian Advances in Mathematics
ISSN: 1055-1344 , E-ISSN: 1934-8126

Output data

Year: 2019, Volume: 29, Number: 4, Pages: 263-273 Pages count : 11 DOI: 10.3103/S1055134419040023

Tags

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

Authors

Borisov I.S. ^1,2 , Zhechev V.A. ³

Affiliations

1	Sobolev Institute of Mathematics, Novosibirsk, 630090, Russian Federation
2	Novosibirsk State University, Novosibirsk, 630090, Russian Federation
3	Yandex Technologies, Moscow, 119021, Russian Federation

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.

Borisov I.S. , Zhechev V.A.
Exponential inequalities for the distributions of V-processes based on dependent observations
Siberian Advances in Mathematics. 2019. V.29. N4. P.263-273. DOI: 10.3103/S1055134419040023 Scopus OpenAlex

Scopus:	2-s2.0-85076814662
OpenAlex:	W2995092656

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