Pradhan Biswabrata, Dewanji Anup
SQC and OR Unit, Indian Statistical Institute, 203 B.T. Road, Kolkata 700108, India.
Stat Med. 2009 Jul 10;28(15):2012-27. doi: 10.1002/sim.3556.
In this work, we consider the parametric estimation of quality adjusted lifetime (QAL) distribution in progressive illness-death models. The main idea of this paper is to derive the theoretical distribution of QAL for the progressive illness-death models, under parametric models for the sojourn time distributions in different states, and then replace the model parameters by their estimates obtained by standard techniques of survival analysis. The method of estimation of the model parameters is also described. A data set of IBCSG Trial V has been analyzed for illustration. Extension to more general illness-death models is also discussed.
在这项工作中,我们考虑渐进性疾病-死亡模型中质量调整寿命(QAL)分布的参数估计。本文的主要思想是在不同状态下逗留时间分布的参数模型下,推导渐进性疾病-死亡模型中QAL的理论分布,然后用通过生存分析标准技术获得的估计值替换模型参数。还描述了模型参数的估计方法。为了说明问题,分析了国际乳腺癌研究组(IBCSG)试验V的一个数据集。还讨论了将其扩展到更一般的疾病-死亡模型的情况。