Ponencia en Congreso:
On some goodness-of-fit tests and their connection to graphical methods with uncensored and censored data

dc.contributor.authorCastro-Kuriss, Claudia
dc.contributor.authorHuerta, Mauricio
dc.contributor.authorLeiva, Víctor
dc.contributor.authorTapia, Alejandra
dc.date.accessioned2019-11-14T16:03:51Z
dc.date.available2019-11-14T16:03:51Z
dc.date.issued2019
dc.description.abstract"In this work, we present goodness-of-fit tests related to the Kolmogorov-Smirnov and Michael statistics and connect them to graphical methods with uncensored and censored data. The Anderson-Darling test is often empirically more powerful than the Kolmogorov-Smirnov test. However, the former one cannot be related to graphical tools by means of probability plots, as the Kolmogorov-Smirnov test does. The Michael test is, in some cases, more powerful than the Anderson-Darling and Kolmogorov- Smirnov tests and can also be related to probability plots.We consider the Kolmogorov-Smirnov and Michael tests for detecting whether any distribution is suitable or not to model censored or uncensored data. We conduct numerical studies to show the performance of these tests and the corresponding graphical tools. Some comments related to big data and lifetime analysis, under the context of this study, are provided in the conclusions of this work."en
dc.identifier.issn2194-5357
dc.identifier.urihttp://ri.itba.edu.ar/handle/123456789/1821
dc.language.isoenen
dc.relationinfo:eu-repo/semantics/altIdentifier/doi/10.1007/978-3-030-21248-3_12
dc.relationinfo:eu-repo/grantAgreement/FONDECYT/1160868/CL. Santiago
dc.subjectESTADISTICAes
dc.subjectANALISIS DE DATOSes
dc.subjectPRUEBASes
dc.titleOn some goodness-of-fit tests and their connection to graphical methods with uncensored and censored dataen
dc.typePonencias en Congresoses
dc.typeinfo:eu-repo/semantics/acceptedVersionen
dspace.entity.typePonencia en Congreso
itba.description.filiationFil: Castro-Kuriss, Claudia. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiationFil: Huerta, Mauricio. Pontificia Universidad Católica de Valparaíso; Chile.
itba.description.filiationFil: Leiva, Víctor. Pontificia Universidad Católica de Valparaíso; Chile.
itba.description.filiationFil: Tapia, Alejandra. Universidad Católica del Maule; Chile.
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