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Comparative evaluation of ectoparasiticide efficacy: Non-inferiority and superiority assessment

机译:体外除草剂功效的比较评估:非劣效性和优越性评估

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We present a statistical framework for the comparative evaluation of ectoparasiticide efficacy in controlled animal studies. Such a comparative evaluation can have one of two objectives: an assessment of non-inferiority of a test parasiticide to a reference parasiticide, or an assessment of superiority of one treatment over another. We show that the observed efficacy of an ectoparasiticide can be viewed as a point estimate of its conditional "kill" probability. Thus concepts used in the comparative evaluation of human antibiotics, which involve the comparison of cure probabilities, can be applied to the situation of comparing parasiticide efficacy. In particular, we define non-inferiority of a test parasiticide to a reference parasiticide in terms of the "test - reference" difference of their efficacies. We outline the hypothesis testing framework and associated statistical decision rules for declaring either non-inferiority or superiority. Both non-inferiority and superiority can be evaluated statistically using confidence intervals. SAS and R code for data analysis is presented, and the methodology is applied to a data set from a controlled animal study
机译:我们提供了一个统计框架,用于在对照动物研究中比较评估除螨虫药的功效。这样的比较评估可以具有两个目标之一:评估试验性杀寄生虫剂相对于参比性杀寄生虫剂的非劣效性,或评估一种治疗相对于另一种治疗的优越性。我们表明,观察到的外寄生虫药的功效可以视为其条件“杀灭”概率的点估计。因此,在人类抗生素的比较评价中使用的涉及治愈可能性比较的概念可以应用于比较杀寄生虫药功效的情况。特别是,我们根据其功效的“测试-参考”差异来定义测试杀寄生虫药与参考杀寄生虫药的劣等。我们概述了假设检验框架和相关的统计决策规则,以声明非劣势或优势。非劣质性和优越性都可以使用置信区间进行统计学评估。介绍了用于数据分析的SAS和R代码,并将该方法应用于受控动物研究的数据集

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