Estimation of the mean quality-adjusted survival using a multistate model for the sojourn times


Autoria(s): TUNES-DA-SILVA, Gisela; SEN, Pranab K.; PEDROSO-DE-LIMA, Antonio Carlos
Contribuinte(s)

UNIVERSIDADE DE SÃO PAULO

Data(s)

20/10/2012

20/10/2012

2008

Resumo

In clinical trials, it may be of interest taking into account physical and emotional well-being in addition to survival when comparing treatments. Quality-adjusted survival time has the advantage of incorporating information about both survival time and quality-of-life. In this paper, we discuss the estimation of the expected value of the quality-adjusted survival, based on multistate models for the sojourn times in health states. Semiparametric and parametric (with exponential distribution) approaches are considered. A simulation study is presented to evaluate the performance of the proposed estimator and the jackknife resampling method is used to compute bias and variance of the estimator. (C) 2007 Elsevier B.V. All rights reserved.

Identificador

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, v.138, n.8, p.2267-2282, 2008

0378-3758

http://producao.usp.br/handle/BDPI/30528

10.1016/j.jspi.2007.10.010

http://dx.doi.org/10.1016/j.jspi.2007.10.010

Idioma(s)

eng

Publicador

ELSEVIER SCIENCE BV

Relação

Journal of Statistical Planning and Inference

Direitos

restrictedAccess

Copyright ELSEVIER SCIENCE BV

Palavras-Chave #quality-of-life #survival analysis #multistate models #exponential distribution #semiparametric proportional hazards #LOCALLY EFFICIENT ESTIMATION #RIGHT-CENSORED DATA #Statistics & Probability
Tipo

article

original article

publishedVersion