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

Castro-Kuriss, Claudia; Huerta, Mauricio; Leiva, Víctor; Tapia, Alejandra

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

dc.contributor.author	Castro-Kuriss, Claudia
dc.contributor.author	Huerta, Mauricio
dc.contributor.author	Leiva, Víctor
dc.contributor.author	Tapia, Alejandra
dc.date.accessioned	2019-11-14T16:03:51Z
dc.date.available	2019-11-14T16:03:51Z
dc.date.issued	2019
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.issn	2194-5357
dc.identifier.uri	http://ri.itba.edu.ar/handle/123456789/1821
dc.language.iso	en	en
dc.relation	info:eu-repo/semantics/altIdentifier/doi/10.1007/978-3-030-21248-3_12
dc.relation	info:eu-repo/grantAgreement/FONDECYT/1160868/CL. Santiago
dc.subject	ESTADISTICA	es
dc.subject	ANALISIS DE DATOS	es
dc.subject	PRUEBAS	es
dc.title	On some goodness-of-fit tests and their connection to graphical methods with uncensored and censored data	en
dc.type	Ponencias en Congresos	es
dc.type	info:eu-repo/semantics/acceptedVersion	en
dspace.entity.type	Ponencia en Congreso
itba.description.filiation	Fil: Castro-Kuriss, Claudia. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiation	Fil: Huerta, Mauricio. Pontificia Universidad Católica de Valparaíso; Chile.
itba.description.filiation	Fil: Leiva, Víctor. Pontificia Universidad Católica de Valparaíso; Chile.
itba.description.filiation	Fil: Tapia, Alejandra. Universidad Católica del Maule; Chile.