Normal approximation diagnostics for the Cox model

被引:2
作者
Chang, CCH
Weissfeld, LA
机构
[1] Univ Pittsburgh, Dept Med, Pittsburgh, PA 15213 USA
[2] Univ Pittsburgh, Dept Biostat, GSPH, Pittsburgh, PA 15261 USA
关键词
censored data; confidence region; Cox model; curvature; normal approximation; regression diagnostics;
D O I
10.1111/j.0006-341X.1999.01114.x
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We discuss two diagnostic methods for assessing the accuracy of the normal approximated confidence region to the likelihood-based confidence region for the Cox proportional hazards model with censored data. The proposed diagnostic methods are extensions of the contour measures of Hedges (1987, Journal of the American Statistical Association 82, 149-154) and Cook and Tsai (1990, Journal of the American Statistical Association 85, 770-777) and the curvature measures of Jennings (1986, Journal of the American Statistical Association 81, 471-476) and Cook and Tsai (1990). These methods are also illustrated in a study of hepatocyte growth factor in patients with lung cancer and a Mayo Clinic randomized study of participants with primary biliary cirrhosis.
引用
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页码:1114 / 1119
页数:6
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