Survival analysis with coarsely observed covariates.

Soren Feodor Nielsen

SORT (2003)

  • Volume: 27, Issue: 1, page 41-64
  • ISSN: 1696-2281

Abstract

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In this paper we consider analysis of survival data with incomplete covariate information. We model the incomplete covariates as a random coarsening of the complete covariate, and an overview of the theory of coarsening at random is given. Various ways of estimating the parameters of the model for the survival data given the covariates are discussed and compared.

How to cite

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Nielsen, Soren Feodor. "Survival analysis with coarsely observed covariates.." SORT 27.1 (2003): 41-64. <http://eudml.org/doc/40437>.

@article{Nielsen2003,
abstract = {In this paper we consider analysis of survival data with incomplete covariate information. We model the incomplete covariates as a random coarsening of the complete covariate, and an overview of the theory of coarsening at random is given. Various ways of estimating the parameters of the model for the survival data given the covariates are discussed and compared.},
author = {Nielsen, Soren Feodor},
journal = {SORT},
keywords = {Análisis de supervivencia; Estimación; Análisis de datos censurados; incomplete data; ignorability; efficiency; EM algorithm; martingale estimating function; inverse probability weighting; coarsining at random},
language = {eng},
number = {1},
pages = {41-64},
title = {Survival analysis with coarsely observed covariates.},
url = {http://eudml.org/doc/40437},
volume = {27},
year = {2003},
}

TY - JOUR
AU - Nielsen, Soren Feodor
TI - Survival analysis with coarsely observed covariates.
JO - SORT
PY - 2003
VL - 27
IS - 1
SP - 41
EP - 64
AB - In this paper we consider analysis of survival data with incomplete covariate information. We model the incomplete covariates as a random coarsening of the complete covariate, and an overview of the theory of coarsening at random is given. Various ways of estimating the parameters of the model for the survival data given the covariates are discussed and compared.
LA - eng
KW - Análisis de supervivencia; Estimación; Análisis de datos censurados; incomplete data; ignorability; efficiency; EM algorithm; martingale estimating function; inverse probability weighting; coarsining at random
UR - http://eudml.org/doc/40437
ER -

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