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stat.ME2026
Selective Inference for Clustering Under Unknown Covariance
Yiqun T. Chen, Lucy L. Gao
Unsupervised clustering is widely used to discover underlying group structure, after which researchers often seek to validate these groups via post-hoc hypothesis testing on the po…
stat.ME2023★ 1 cited
Testing for a difference in means of a single feature after clustering
Yiqun T. Chen, Lucy L. Gao
For many applications, it is critical to interpret and validate groups of observations obtained via clustering. A common validation approach involves testing differences in feature…