Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull

In this paper the resampling methods bootstrap-t, Jackknife delete I and delete II, are compared using the non-parametric estimators Kaplan-Meier and Nelson-Aalen, frequently used in the practice, taking into account different percentages of censorship, sample sizes and times of interest. The compar...

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Autores:
Tipo de recurso:
Article of investigation
Fecha de publicación:
2016
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/14134
Acceso en línea:
https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137
https://repositorio.uptc.edu.co/handle/001/14134
Palabra clave:
Bootstrap
Jackknife
Reliability function
Bootstrap
Jackknife
Función de confiabilidad
Rights
openAccess
License
http://purl.org/coar/access_right/c_abf2
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spelling 2016-01-222024-07-05T19:11:28Z2024-07-05T19:11:28Zhttps://revistas.uptc.edu.co/index.php/ingenieria/article/view/413710.19053/01211129.4137https://repositorio.uptc.edu.co/handle/001/14134In this paper the resampling methods bootstrap-t, Jackknife delete I and delete II, are compared using the non-parametric estimators Kaplan-Meier and Nelson-Aalen, frequently used in the practice, taking into account different percentages of censorship, sample sizes and times of interest. The comparation is carried out by simulation, using the mean square error.Se comparan los métodos de remuestreo Bootstrap-t y Jackknife delete I y delete II, utilizando los estimadores no paramétricos de Kaplan-Meier y Nelson-Aalen, que se utilizan con frecuencia en la práctica, teniendo en cuenta diferentes porcentajes de censura, tamaños de muestra y tiempos de interés. La comparación se realiza vía simulación, mediante el error cuadrático medio.application/pdftext/htmlspaspaUniversidad Pedagógica y Tecnológica de Colombiahttps://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137/3573https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137/5041Revista Facultad de Ingeniería; Vol. 25 No. 41 (2016); 55-62Revista Facultad de Ingeniería; Vol. 25 Núm. 41 (2016); 55-622357-53280121-1129BootstrapJackknifeReliability functionBootstrapJackknifeFunción de confiabilidadBootstrap and Jacknnife resampling in reliability: case exponential and WeibullRemuestreo Bootstrap y Jackknife en confiabilidad: Caso Exponencial y WeibullArtículo de revistahttp://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionTexthttps://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Ramírez-Montoya, JavierOsuna-Vergara, IgnacioRojas-Mora, JessicaGuerrero-Gómez, StalynPublicationORIGINAL3573.htmltext/html32393https://repositorio.uptc.edu.co/bitstreams/2f28fb19-7523-4d08-8e33-3e6cb5fb8737/download023a4a7b2362ea5b91fff1c246aacd7fMD51trueAnonymousREADTEXT3573.html.txt3573.html.txtExtracted texttext/plain5497https://repositorio.uptc.edu.co/bitstreams/318d9df3-e19e-4b81-8982-f77123be8487/download49af69c71872d7d41256342e6ccfbfb7MD52falseAnonymousREAD001/14134oai:repositorio.uptc.edu.co:001/141342026-09-30 09:20:14.04open.accesshttps://repositorio.uptc.edu.coRepositorio Institucional UPTCbdigital@metabiblioteca.com
dc.title.en-US.fl_str_mv Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull
dc.title.es-ES.fl_str_mv Remuestreo Bootstrap y Jackknife en confiabilidad: Caso Exponencial y Weibull
title Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull
spellingShingle Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull
Bootstrap
Jackknife
Reliability function
Bootstrap
Jackknife
Función de confiabilidad
title_short Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull
title_full Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull
title_fullStr Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull
title_full_unstemmed Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull
title_sort Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull
dc.subject.en-US.fl_str_mv Bootstrap
Jackknife
Reliability function
topic Bootstrap
Jackknife
Reliability function
Bootstrap
Jackknife
Función de confiabilidad
dc.subject.es-ES.fl_str_mv Bootstrap
Jackknife
Función de confiabilidad
description In this paper the resampling methods bootstrap-t, Jackknife delete I and delete II, are compared using the non-parametric estimators Kaplan-Meier and Nelson-Aalen, frequently used in the practice, taking into account different percentages of censorship, sample sizes and times of interest. The comparation is carried out by simulation, using the mean square error.
publishDate 2016
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dc.date.none.fl_str_mv 2016-01-22
dc.type.none.fl_str_mv Artículo de revista
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https://repositorio.uptc.edu.co/handle/001/14134
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https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137/5041
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dc.publisher.en-US.fl_str_mv Universidad Pedagógica y Tecnológica de Colombia
dc.source.en-US.fl_str_mv Revista Facultad de Ingeniería; Vol. 25 No. 41 (2016); 55-62
dc.source.es-ES.fl_str_mv Revista Facultad de Ingeniería; Vol. 25 Núm. 41 (2016); 55-62
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0121-1129
institution Universidad Pedagógica y Tecnológica de Colombia
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