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Functional Two-sample Tests Based on Empirical Characteristic Functionals

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F20%3A10417909" target="_blank" >RIV/00216208:11320/20:10417909 - isvavai.cz</a>

  • Result on the web

    <a href="https://link.springer.com/chapter/10.1007/978-3-030-47756-1_17" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-47756-1_17</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-030-47756-1_17" target="_blank" >10.1007/978-3-030-47756-1_17</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Functional Two-sample Tests Based on Empirical Characteristic Functionals

  • Original language description

    Two-sample tests for functional data based on empirical characteristic functionals are proposed. The test statistic is of Cramér-von Mises type with integration over a pre-selected family of probability measures leading a computationally feasible and powerful test statistic. The choice of the probability measure is discussed and the empirical size and power of the resulting two-sample functional tests are investigated in a small simulation study.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10103 - Statistics and probability

Result continuities

  • Project

    <a href="/en/project/GA18-08888S" target="_blank" >GA18-08888S: Two-sample change-point</a><br>

  • Continuities

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

Others

  • Publication year

    2020

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Functional and High-Dimensional Statistics and Related Fields

  • ISBN

    978-3-030-47755-4

  • ISSN

  • e-ISSN

  • Number of pages

    8

  • Pages from-to

    123-130

  • Publisher name

    Springer

  • Place of publication

    Cham

  • Event location

    Brrno

  • Event date

    Jun 23, 2021

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article