文章基本信息

标题：An Introduction to RP-Testing
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作者：Lucio De Capitani
期刊名称：Epidemiology, Biostatistics and Public Health
印刷版ISSN：2282-0930
出版年度：2013
卷号：10
期号：1
DOI：10.2427/8756
语种：English
出版社：PREX
摘要：This paper reviews the concept of Reproducibility Probability and makes a brief introduction to RP-testing. The RP-based version of some common parametric tests is provided. Moreover, a particular attention is devoted to the well-known nonparametric Wilcoxon Rank-Sum test. A comparison between the properties of the RP and the p-value is made in order to evaluate the practical utility of these stability indicators. It turns out that the use of the RP to perform the tests and to interpret their results, requires more technical analysis, but it provides more interpretable direct information on the stability of the test results.
关键词：power of a test; p-value; Reproducibility Probability; RP-testing; stability of statistical test outcomes