COMPUTER-PROGRAM FOR LIFE TABLE REGRESSION-ANALYSIS WITH TIME-DEPENDENT COVARIATES

被引:9
作者
PEDUZZI, P
HOLFORD, T
HARDY, R
机构
[1] YALE UNIV,SCH MED,DEPT EPIDEMIOL & PUBL HLTH BIOMETRY,NEW HAVEN,CT 06510
[2] UNIV TEXAS,HLTH SCI CTR,HOUSTON,TX 77025
来源
COMPUTER PROGRAMS IN BIOMEDICINE | 1979年 / 9卷 / 02期
关键词
Covariates; Life tables; Regression; Survival analysis; Time-dependent;
D O I
10.1016/0010-468X(79)90024-2
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a computer program for analyzing time-dependent covariables in survival studies by the life table regression model described by Holford [3]. Basically, life table regression incorporates the elements of regression and the life table into a single model. Regression parameters are estimated by the method of maximum likelihood using the Newton-Raphson iterative procedure. The program provides two methods for testing hypotheses concerning regression coefficients, namely the standard normal deviate test and a Wald statistic based on the first and second derivatives of the log likelihood. Residual plots are provided to assess the fit of the model to the data. © 1979.
引用
收藏
页码:106 / 114
页数:9
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