A semi-Markov multistate model for estimation of the mean quality-adjusted survival for non-progressive processes

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 parame...

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Veröffentlicht in:Lifetime data analysis 2009-06, Vol.15 (2), p.216-240
Hauptverfasser: Tunes-da-Silva, Gisela, Pedroso-de-Lima, Antonio C., Sen, Pranab K.
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Sprache:eng
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Zusammenfassung: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.
ISSN:1380-7870
1572-9249
DOI:10.1007/s10985-008-9106-0