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 |
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Hauptverfasser: | , , |
Format: | Artikel |
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. |
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ISSN: | 1380-7870 1572-9249 |
DOI: | 10.1007/s10985-008-9106-0 |