Nonparametric bivariate estimation for successive survival times.

Carles Serrat; Guadalupe Gómez

SORT (2007)

  • Volume: 31, Issue: 1, page 75-96
  • ISSN: 1696-2281

Abstract

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Several aspects of the analysis of two successive survival times are considered. All the analyses take into account the dependent censoring on the second time induced by the first. Three nonparametric methods are described, implemented and applied to the data coming from a multicentre clinical trial for HIV-infected patients. Visser's and Wang and Wells methods propose an estimator for the bivariate survival function while Gómez and Serrat's method presents a conditional approach for the second time given the first. The three approaches are compared and discussed at the end of the paper.

How to cite

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Serrat, Carles, and Gómez, Guadalupe. "Nonparametric bivariate estimation for successive survival times.." SORT 31.1 (2007): 75-96. <http://eudml.org/doc/41938>.

@article{Serrat2007,
abstract = {Several aspects of the analysis of two successive survival times are considered. All the analyses take into account the dependent censoring on the second time induced by the first. Three nonparametric methods are described, implemented and applied to the data coming from a multicentre clinical trial for HIV-infected patients. Visser's and Wang and Wells methods propose an estimator for the bivariate survival function while Gómez and Serrat's method presents a conditional approach for the second time given the first. The three approaches are compared and discussed at the end of the paper.},
author = {Serrat, Carles, Gómez, Guadalupe},
journal = {SORT},
keywords = {Inferencia no paramétrica; Estimación no paramétrica; Análisis de supervivencia; AIDS; conditional survival; dependent censoring; inverse probability of censoring weighted estimators; successive survival times},
language = {eng},
number = {1},
pages = {75-96},
title = {Nonparametric bivariate estimation for successive survival times.},
url = {http://eudml.org/doc/41938},
volume = {31},
year = {2007},
}

TY - JOUR
AU - Serrat, Carles
AU - Gómez, Guadalupe
TI - Nonparametric bivariate estimation for successive survival times.
JO - SORT
PY - 2007
VL - 31
IS - 1
SP - 75
EP - 96
AB - Several aspects of the analysis of two successive survival times are considered. All the analyses take into account the dependent censoring on the second time induced by the first. Three nonparametric methods are described, implemented and applied to the data coming from a multicentre clinical trial for HIV-infected patients. Visser's and Wang and Wells methods propose an estimator for the bivariate survival function while Gómez and Serrat's method presents a conditional approach for the second time given the first. The three approaches are compared and discussed at the end of the paper.
LA - eng
KW - Inferencia no paramétrica; Estimación no paramétrica; Análisis de supervivencia; AIDS; conditional survival; dependent censoring; inverse probability of censoring weighted estimators; successive survival times
UR - http://eudml.org/doc/41938
ER -

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