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Hoeffding and Bernstein Inequalities for U-statistics without Replacement

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F22%3A00359633" target="_blank" >RIV/68407700:21230/22:00359633 - isvavai.cz</a>

  • Result on the web

    <a href="https://doi.org/10.1016/j.spl.2022.109528" target="_blank" >https://doi.org/10.1016/j.spl.2022.109528</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1016/j.spl.2022.109528" target="_blank" >10.1016/j.spl.2022.109528</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Hoeffding and Bernstein Inequalities for U-statistics without Replacement

  • Original language description

    Concentration inequalities quantify random fluctuations of functions of random variables, typically by bounding the probability that such a function differs from its expected value by more than a certain amount. In this paper, we extend Hoeffding’s inequality and Bernstein’s inequality for U-statistics to the setting of sampling without replacement from a finite population.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2022

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    Statistics and Probability Letters

  • ISSN

    0167-7152

  • e-ISSN

    1879-2103

  • Volume of the periodical

    187

  • Issue of the periodical within the volume

    August

  • Country of publishing house

    GB - UNITED KINGDOM

  • Number of pages

    8

  • Pages from-to

  • UT code for WoS article

    000832995500003

  • EID of the result in the Scopus database

    2-s2.0-85130805165