NONPARAMETRIC-ESTIMATION AND TESTING IN A CURE MODEL

被引:84
作者
LASKA, EM [1 ]
MEISNER, MJ [1 ]
机构
[1] NYU MED CTR,NEW YORK,NY 10016
关键词
CLINICAL TRIALS; LIKELIHOOD RATIO TEST; PRODUCT LIMIT ESTIMATOR; 2-SAMPLE TEST;
D O I
10.2307/2532714
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Nonparametric generalized maximum likelihood product limit point estimators and confidence intervals are given for a cure model with random censorship. One-, two-, and K-sample likelihood ratio tests for inference on the cure rates are developed. In the two-sample case its power is compared to the power of several alternatives, including the log-rank and Gray and Tsiatis (1989, Biometrics 45, 899-904) tests. Implications for the use of the likelihood ratio test in a clinical trial designed to compare cure rates are discussed.
引用
收藏
页码:1223 / 1234
页数:12
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