Optional analyses of crossover trials having two treatments and a placebo

IF 0.6 Q4 STATISTICS & PROBABILITY Electronic Journal of Applied Statistical Analysis Pub Date : 2020-02-05 DOI:10.1285/I20705948V13N1P16
J. Divecha, Jigneshkumar Gondaliya
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引用次数: 3

Abstract

The assumption of carryover effects is unavoidable due to the very nature of crossover designs. Even in case of crossover design with washout period, the hypothesis of no carryover effect should be tested and established. On the other hand, this assumption makes the analysis difficult and potentially biased or inefficient in case of two treatment two period crossover design. For a reasonable estimation, experimenters are advocated to employ a two period three treatment crossover designs, or a three period two treatment crossover design. In this article, we present optional analyses of a uniform three period three treatment crossover design, consisting of a placebo and two active treatments. We develop a test for detecting presence of carryover effects which directs experimenter for a proper analysis of his crossover trial. We present ANOVA for each of the three possible carryover models, that both, single, or none of the active treatments has carryover effect, and illustrate through an example.
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有两种治疗和一种安慰剂的交叉试验的可选分析
由于交叉设计的本质,结转效应的假设是不可避免的。即使是有洗脱期的交叉设计,也要检验和建立无结转效应的假设。另一方面,这种假设使分析变得困难,并且在两种治疗两期交叉设计的情况下可能存在偏差或效率低下。为了合理估计,建议实验者采用两期三处理交叉设计,或三期两处理交叉设计。在本文中,我们提出了统一的三期三治疗交叉设计的可选分析,包括安慰剂和两种积极治疗。我们开发了一种检测遗留效应存在的测试,指导实验者对他的交叉试验进行适当的分析。我们对三种可能的结转模型中的每一种都提出了方差分析,即两种、单一或没有一种积极的治疗都具有结转效果,并通过一个例子来说明。
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CiteScore
1.40
自引率
14.30%
发文量
0
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