Tunes-da-Silva Gisela, Pedroso-de-Lima Antonio C, Sen Pranab K
Departamento de Estatística, Universidade de São Paulo, São Paulo, SP, Brazil.
Lifetime Data Anal. 2009 Jun;15(2):216-40. doi: 10.1007/s10985-008-9106-0. Epub 2008 Dec 10.
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.
我们讨论基于多状态模型的质量调整生存期望值的估计。我们推广了一项早期工作,考虑在给定协变量向量的情况下,健康状态下的停留时间并非同分布。考虑了基于半参数和参数(指数分布和威布尔分布)方法的途径。进行了一项模拟研究以评估所提出估计量的性能,并使用刀切重抽样方法来估计该估计量的方差。还包括对一个真实数据集的应用。