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On some goodness of fit tests fornormality based on the optimal transport distance

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On some goodness of fit tests fornormality based on the optimal transport distance

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dc.contributor.author Mazur, Marcin [SAP11017645] pl
dc.contributor.author Kościelniak, Piotr [SAP11018366] pl
dc.date.accessioned 2020-01-28T07:59:38Z
dc.date.available 2020-01-28T07:59:38Z
dc.date.issued 2018 pl
dc.identifier.issn 1732-3916 pl
dc.identifier.uri https://ruj.uj.edu.pl/xmlui/handle/item/147624
dc.language eng pl
dc.rights Udzielam licencji. Uznanie autorstwa - Bez utworów zależnych 4.0 Międzynarodowa *
dc.rights.uri http://creativecommons.org/licenses/by-nd/4.0/pl/legalcode *
dc.title On some goodness of fit tests fornormality based on the optimal transport distance pl
dc.type JournalArticle pl
dc.description.physical 59-68 pl
dc.abstract.en We apply the optimal transport distance to construct two goodness of fit tests for (univariate) normality. The derived statistics are then compared with those used by the Shapiro-Wilk, the Anderson-Darling and the Cramer-von Mises tests. In particular, we preform Monte Carlo experiments, involving computations of the test power against some selected alternatives and wide range of sample sizes, which show efficiency of the obtained test procedures. pl
dc.subject.pl goodness of fit test (for normality) pl
dc.subject.pl optimal transport distance pl
dc.subject.pl Wasserstein distance pl
dc.subject.pl autoencoder-based generative model pl
dc.description.volume 27 pl
dc.identifier.doi 10.4467/20838476SI.18.005.10410 pl
dc.identifier.eissn 2083-8476 pl
dc.title.journal Schedae Informaticae pl
dc.language.container eng pl
dc.affiliation Wydział Matematyki i Informatyki : Instytut Matematyki pl
dc.affiliation Wydział Matematyki i Informatyki : Instytut Informatyki Analitycznej pl
dc.subtype Article pl
dc.rights.original CC-BY-ND; otwarte czasopismo; ostateczna wersja wydawcy; w momencie opublikowania; 0 pl
dc.identifier.project ROD UJ / OP pl
.pointsMNiSW [2018 B]: 11


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Udzielam licencji. Uznanie autorstwa - Bez utworów zależnych 4.0 Międzynarodowa Except where otherwise noted, this item's license is described as Udzielam licencji. Uznanie autorstwa - Bez utworów zależnych 4.0 Międzynarodowa