A simple estimator for a shared frailty regression model

被引:23
作者
Fine, JP
Glidden, DV
Lee, KE
机构
[1] Univ Wisconsin, Dept Stat, Madison, WI 53792 USA
[2] Univ Calif San Francisco, San Francisco, CA 94143 USA
关键词
cluster effect; genetic epidemiology; multiplicative hazards; partial likelihood; ratio estimator; semiparametric estimation; stratification;
D O I
10.1111/1467-9868.00388
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We propose a simple estimation procedure for a proportional hazards frailty regression model for clustered survival data in which the dependence is generated by a positive stable distribution. Inferences for the frailty parameter can be obtained by using output from Cox regression analyses. The computational burden is substantially less than that of the other approaches to estimation. The large sample behaviour of the estimator is studied and simulations show that the approximations are appropriate for use with realistic sample sizes. The methods are motivated by studies of familial associations in the natural history of diseases. Their practical utility is illustrated with sib pair data from Beaver Dam, Wisconsin.
引用
收藏
页码:317 / 329
页数:13
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