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一种用于估计非渐进性过程平均质量调整生存时间的半马尔可夫多状态模型。

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

作者信息

Tunes-da-Silva Gisela, Pedroso-de-Lima Antonio C, Sen Pranab K

机构信息

Departamento de Estatística, Universidade de São Paulo, São Paulo, SP, Brazil.

出版信息

Lifetime Data Anal. 2009 Jun;15(2):216-40. doi: 10.1007/s10985-008-9106-0. Epub 2008 Dec 10.

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.

摘要

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。

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