Statistical approaches in surface finishing. Part 2. non-parametric methods for data analysis

TRANSACTIONS OF THE INSTITUTE OF METAL FINISHING(2019)

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摘要
This paper is the second of a short series of articles aimed towards describing some of the various statistical methods and approaches that have been used in surface finishing. The methods fall broadly into two areas: analysis and design-of-experiments. In the first paper, the subject was briefly introduced followed by a discussion of parametric statistics hypothesis testing. This second paper logically continues with descriptions of the various non-parametric tests and situations where these could be applied, all within the context of surface finishing applications.
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关键词
Statistics,non-parametric,Mann-Whitney U test,Wilcoxon signed rank test,Kruskal-Wallis test,Dunn's test,Friedman test,Chi Square test,ranked data
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