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...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Online |
| Language: | spa |
| Published: |
Universidad Pedagógica y Tecnológica de Colombia
2016
|
| Subjects: | |
| Online Access: | https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1801706072397840384 |
|---|---|
| author | Ramírez-Montoya, Javier Osuna-Vergara, Ignacio Rojas-Mora, Jessica Guerrero-Gómez, Stalyn |
| author_facet | Ramírez-Montoya, Javier Osuna-Vergara, Ignacio Rojas-Mora, Jessica Guerrero-Gómez, Stalyn |
| author_sort | Ramírez-Montoya, Javier |
| collection | OJS |
| 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. |
| format | Online |
| id | oai:oai.revistas.uptc.edu.co:article-4137 |
| institution | Revista Facultad de Ingeniería |
| language | spa |
| publishDate | 2016 |
| publisher | Universidad Pedagógica y Tecnológica de Colombia |
| record_format | ojs |
| spelling | oai:oai.revistas.uptc.edu.co:article-41372022-06-15T16:23:48Z Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull Remuestreo Bootstrap y Jackknife en confiabilidad: Caso Exponencial y Weibull Ramírez-Montoya, Javier Osuna-Vergara, Ignacio Rojas-Mora, Jessica Guerrero-Gómez, Stalyn Bootstrap Jackknife reliability function Bootstrap Jackknife Función de confiabilidad 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. 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. Universidad Pedagógica y Tecnológica de Colombia 2016-01-22 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion investigation application/pdf text/html https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137 10.19053/01211129.4137 Revista Facultad de Ingeniería; Vol. 25 No. 41 (2016); 55-62 Revista Facultad de Ingeniería; Vol. 25 Núm. 41 (2016); 55-62 2357-5328 0121-1129 spa https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137/3573 https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137/5041 |
| spellingShingle | Bootstrap Jackknife reliability function Bootstrap Jackknife Función de confiabilidad Ramírez-Montoya, Javier Osuna-Vergara, Ignacio Rojas-Mora, Jessica Guerrero-Gómez, Stalyn Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull |
| title | Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull |
| title_alt | Remuestreo Bootstrap y Jackknife en confiabilidad: Caso Exponencial y 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_short | Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull |
| title_sort | bootstrap and jacknnife resampling in reliability case exponential and weibull |
| topic | Bootstrap Jackknife reliability function Bootstrap Jackknife Función de confiabilidad |
| topic_facet | Bootstrap Jackknife reliability function Bootstrap Jackknife Función de confiabilidad |
| url | https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137 |
| work_keys_str_mv | AT ramirezmontoyajavier bootstrapandjacknniferesamplinginreliabilitycaseexponentialandweibull AT osunavergaraignacio bootstrapandjacknniferesamplinginreliabilitycaseexponentialandweibull AT rojasmorajessica bootstrapandjacknniferesamplinginreliabilitycaseexponentialandweibull AT guerrerogomezstalyn bootstrapandjacknniferesamplinginreliabilitycaseexponentialandweibull AT ramirezmontoyajavier remuestreobootstrapyjackknifeenconfiabilidadcasoexponencialyweibull AT osunavergaraignacio remuestreobootstrapyjackknifeenconfiabilidadcasoexponencialyweibull AT rojasmorajessica remuestreobootstrapyjackknifeenconfiabilidadcasoexponencialyweibull AT guerrerogomezstalyn remuestreobootstrapyjackknifeenconfiabilidadcasoexponencialyweibull |
