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具有无限制协变量的指数生存模型的样本量确定

Sample size determination for an exponential survival model with an unrestricted covariate.

作者信息

Zhen B, Murphy J R

机构信息

Department of Preventive Medicine and Biometrics, University of Colorado Health Sciences Center, Denver 80262.

出版信息

Stat Med. 1994 Feb 28;13(4):391-7. doi: 10.1002/sim.4780130406.

Abstract

We derive formulae for estimating sample size and power for detecting the effect of an unrestricted covariate on survival time. These are useful in designing survival studies with different patterns of recruitment and follow-up when survival time is exponentially distributed. We use the asymptotic covariance matrix, conditional expectation and Taylor's expansion techniques to develop these formulae. Computer simulations indicate that the asymptotic approximations used in developing the formulae are good over a range of parameter values and different patterns of recruitment and follow-up that are relevant to survival studies.

摘要

我们推导了用于估计样本量和检验无限制协变量对生存时间影响的效能的公式。当生存时间呈指数分布时,这些公式对于设计具有不同招募和随访模式的生存研究很有用。我们使用渐近协方差矩阵、条件期望和泰勒展开技术来推导这些公式。计算机模拟表明,在推导公式时使用的渐近近似在一系列参数值以及与生存研究相关的不同招募和随访模式下表现良好。

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