Bootstrap and Jacknnife resampling in reliability: case exponential and Weibull

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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Xehetasun bibliografikoak
Egile Nagusiak: Ramírez-Montoya, Javier, Osuna-Vergara, Ignacio, Rojas-Mora, Jessica, Guerrero-Gómez, Stalyn
Formatua: Online
Hizkuntza:spa
Argitaratua: Universidad Pedagógica y Tecnológica de Colombia 2016
Gaiak:
Bootstrap
Jackknife
reliability function
Función de confiabilidad
Sarrera elektronikoa:https://revistas.uptc.edu.co/index.php/ingenieria/article/view/4137
Deskribapena
Gaia: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.