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Yu-Feng Liu

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Review Open access Oct 2026

A Selective Review of Statistical Significance in Cluster Analysis

Cluster analysis can return apparent subgroups even when the observations arise from a population without scientifically meaningful cluster structure. Formal tests of clustering significance therefore require a definition of homogeneity, a statistic measuring the observed structure, and a calibration procedure that acc...

Yi-Fan Dai, Hui Shen, Yu-Feng Liu · 0 citations

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