APPLICATION OF NEW 2-SAMPLE TESTS TO DATA FROM A RANDOMIZED PLACEBO-CONTROLLED HEART-FAILURE TRIAL

被引:6
作者
TANDON, PK
STANDER, H
SCHWARZ, RP
机构
[1] Sterling Research Group, Malvern, Pennsylvania
关键词
D O I
10.1002/sim.4780090415
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In a randomized placebo‐controlled double‐blind trial of 230 congestive heart failure patients, four treatments were evaluated for efficacy, with exercise tolerance time (ETT) as the primary outcome. Various two‐sample tests were applied to the analysis of ETT data. It is shown in this paper that the conventional two‐sample tests (t and rank‐sum) are insensitive to situations where the effect of the experimental therapy is not consistent across a patient population. Tests recommended by O'Brien are more appropriate for these data. It is also shown that the application of the O'Brien tests led to the identification of sub‐groups where the observed effect of the experimental therapy was most pronounced. Copyright © 1990 John Wiley & Sons, Ltd.
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页码:447 / 456
页数:10
相关论文
共 21 条
[1]  
O'Brien P.C., Comparing two sample: extensions of the t, rank‐sum and log‐rank tests, Journal of the American Statistical Association, 83, 401, pp. 52-61, (1988)
[2]  
Conover W.J., Salsberg D.S., Locally most powerful tests for detecting treatment effects when only a subset of patients can be expected to respond to treatment, Biometrics, 44, pp. 189-196, (1988)
[3]  
Good P.I., Detection of a treatment effect when not all experimental subjects will respond to treatment, Biometrics, 35, pp. 483-489, (1979)
[4]  
Doherty J.E., Conventional drug therapy in the management of heart failure, Drug Treatment of Heart Failure, (1983)
[5]  
Smith T.W., Braunwald E., Kelly R.A., The management of heart failure, Heart Disease: A Textbook of Cardiovascular Medicine, (1988)
[6]  
Winer B.J., Statistical Principles in Experimental Design, (1971)
[7]  
Lehman E.L., Nonparametrics, (1975)
[8]  
Miller R., Siegmund D., Maximally selected chi square statistics, Biometrics, 38, pp. 1011-1016, (1982)
[9]  
Hajak J., Sidak Z., Theory and Rank Tests, (1967)
[10]  
Califf R.M., Bounous P., Harrell F.E., McCants B., Lee K.L., McKinnis R.A., Rosati R.A., The prognosis in the presence of coronary artery disease, Congestive Heart Failure Current Research and Clinical Applications, (1981)