Further study on testing the equality of response rates under Dallal’s model

Pub Date : 2022-01-01 DOI:10.4310/21-SII683
Yafei Chen, Zhiming Li, Changxing Ma
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引用次数: 4

Abstract

Paired binary data naturally arises when paired body parts are investigated in clinical trials. In this paper, we will further study whether the response rates of g ( g ≥ 2) groups are equal under Dallal’s model and propose eight test statistics ( T aL , T aW , T aSC , T aR , T bL , T bW , T bSC and T bR ). Some expressions of these tests are derived. The simulation results show that likelihood ratio and Wald-type tests are not robust with respect to empirical type I error rates (TIEs). The score and Ronser-type tests can produce satisfactory TIEs and power, and therefore are recommended. A real example is given to illustrate the proposed methods.
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Dallal模型下回复率相等性检验的进一步研究
配对二值数据是在临床试验中研究成对身体部位时自然产生的。本文将进一步研究g (g≥2)组在Dallal模型下的反应率是否相等,并提出8个检验统计量(T aL、T aW、T aSC、T aR、T bL、T bW、T bSC和T bR)。推导了这些试验的一些表达式。仿真结果表明,似然比和wald型检验对于经验I型错误率(TIEs)不具有鲁棒性。score和ronser型测试可以产生令人满意的TIEs和power,因此推荐使用。最后给出了一个实例来说明所提出的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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