Sample-size calculations for studies with correlated ordinal outcomes

被引:10
作者
Kim, HY [1 ]
Williamson, JM [1 ]
Lyles, CM [1 ]
机构
[1] Ctr Dis Control & Prevent, Div HIV AIDS Prevent MS E37, Natl Ctr HIV STD & TB Prevent, Atlanta, GA 30333 USA
关键词
correlated data; generalized estimating equations; ordinal response; power; sample size;
D O I
10.1002/sim.2162
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Correlated ordinal response data often arise in public health studies. Sample-size (power) calculations are a crucial step in designing such studies to ensure an adequate sample to detect a significant effect. Here we extend Rochon's method of sample-size estimation with a repeated binary response to the ordinal case. The proposed sample-size calculations are based on an analysis with generalized estimating equations (GEE) and inference with the Wald test. Simulation results demonstrate the merit of the proposed power calculations. Analysis of an arthritis clinical trial is used for illustration. Published in 2005 by John Wiley & Sons, Ltd.
引用
收藏
页码:2977 / 2987
页数:11
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