Non-parametric assessment of non-inferiority with censored data

被引:19
作者
Freitag, G
Lange, S
Munk, A
机构
[1] Univ Gottingen, Inst Math Stochast, D-37073 Gottingen, Germany
[2] Inst Qualitat & Wirtschaftlichkeit Gesundheitswes, Cologne, Germany
关键词
bootstrap; confidence interval; non-inferiority; non-parametrics; odds ratio; survival distribution; therapeutic equivalence;
D O I
10.1002/sim.2444
中图分类号
Q [生物科学];
学科分类号
07 [理学]; 0710 [生物学]; 09 [农学];
摘要
We suggest non-parametric tests for showing non-inferiority of a new treatment compared to a standard therapy when data are censored. To this end the difference and the odds ratio curves of the entire survivor functions over a certain time period are considered. Two asymptotic approaches for solving these testing problems are investigated, which are based on bootstrap approximations. The performance of the test procedures is investigated in a simulation study, and some guidance on which test to use in specific situations is derived. The proposed methods are applied to a trial in which two thrombolytic agents for the treatment on acute myocardial infarction were compared, and to a study on irradiation therapies for advanced non-small-cell lung cancer. Non-inferiority over a large time period of the study can be shown in both cases. Copyright (c) 2005 John Wiley & Sons, Ltd.
引用
收藏
页码:1201 / 1217
页数:17
相关论文
共 39 条
[1]
BOOTSTRAPPING THE KAPLAN-MEIER ESTIMATOR [J].
AKRITAS, MG .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1986, 81 (396) :1032-1038
[2]
ANDERSEN PK, 1993, STAT METHODS BASED C
[3]
[Anonymous], 1995, STAT MED, V14, P1659
[4]
MULTI-PARAMETER HYPOTHESIS-TESTING AND ACCEPTANCE SAMPLING [J].
BERGER, RL .
TECHNOMETRICS, 1982, 24 (04) :295-300
[5]
Bickel PJ, 1997, STAT SINICA, V7, P1
[6]
Bickel PJ, 1996, LECT NOTES STAT, V109, P35
[7]
Bristol D R, 1993, J Biopharm Stat, V3, P153
[8]
A score test for establishing non-inferiority with respect to short-term survival in two-sample comparisons with identical proportions of long-term survivors [J].
Broët, P ;
Tubert-Bitter, P ;
De Rycke, Y ;
Moreau, T .
STATISTICS IN MEDICINE, 2003, 22 (06) :931-940
[9]
COMNOUGUE C, 1993, STAT MED, V12, P1353, DOI 10.1002/sim.4780121407
[10]
*CPMP, 2005, EMEACPMPEWP215899