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Linear life expectancy regression with censored data

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Author Info
Y. Q. Chen
S. Cheng
Abstract

In the statistical literature, life expectancy is usually characterised by the mean residual life function. Regression models are thus needed to study the association between the mean residual life functions and their covariates. In this paper, we consider a linear mean residual life model and develop inference procedures in the presence of potential censoring. The new model and inference procedures are applied to the Stanford heart transplant data. Semiparametric efficiency calculations and information bounds are also considered. Copyright 2006, Oxford University Press.

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File URL: http://hdl.handle.net/10.1093/biomet/93.2.303
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Publisher Info
Article provided by Oxford University Press for Biometrika Trust in its journal Biometrika.

Volume (Year): 93 (2006)
Issue (Month): 2 (June)
Pages: 303-313
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Handle: RePEc:oup:biomet:v:93:y:2006:i:2:p:303-313

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  1. V. N. Sreeja & P. G. Sankaran, 2007. "Proportional mean residual life model for gap time distributions of recurrent events," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(3), pages 319-336. [Downloadable!]
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This page was last updated on 2009-11-28.


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