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A semi-Markov multistate model for estimation of the mean quality-adjusted survival for non-progressive processes
Authors:Gisela Tunes-da-Silva  Antonio C Pedroso-de-Lima  Pranab K Sen
Institution:1. Departamento de Estatística, Universidade de S?o Paulo, Rua do Mat?o, 1010, CEP 05508-090, S?o Paulo, SP, Brazil
2. The University of North Carolina at Chapel Hill, Biostatistics, CB #7420, Chapel Hill, NC, 27599, USA
Abstract:We discuss the estimation of the expected value of the quality-adjusted survival, based on multistate models. We generalize an earlier work, considering the sojourn times in health states are not identically distributed, for a given vector of covariates. Approaches based on semiparametric and parametric (exponential and Weibull distributions) methodologies are considered. A simulation study is conducted to evaluate the performance of the proposed estimator and the jackknife resampling method is used to estimate the variance of such estimator. An application to a real data set is also included.
Keywords:Quality of life  Survival analysis  Multistate models  Exponential distribution  Weibull distribution  Semiparametric proportional hazards
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