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A multivariate hierarchical Bayesian approach to measuring agreement in repeatedmeasurement method comparison studies

机译:重复测量一致性的多元层次贝叶斯方法测量方法比较研究

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摘要

BackgroundAssessing agreement in method comparison studies depends on two fundamentally important components; validity (the between method agreement) and reproducibility (the within method agreement). The Bland-Altman limits of agreement technique is one of the favoured approaches in medical literature for assessing between method validity. However, few researchers have adopted this approach for the assessment of both validity and reproducibility. This may be partly due to a lack of a flexible, easily implemented and readily available statistical machinery to analyse repeated measurement method comparison data.
机译:背景技术方法比较研究中的评估一致性取决于两个根本重要的组成部分;有效性(方法之间的协议)和可重复性(方法内部的协议)。 Bland-Altman一致性限制技术是医学文献中评估方法有效性之间的首选方法之一。但是,很少有研究人员采用这种方法来评估有效性和可重复性。这可能部分是由于缺乏灵活的,易于实现的和易于获得的统计机制来分析重复的测量方法比较数据。

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