most citedSelective inference for k-means clustering

23 citations · 24 across the 2 of their papers we have counts for

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2 papers

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…

stat.ME2022★ 23 cited

Selective inference for k-means clustering

Yiqun T. Chen, Daniela M. Witten

We consider the problem of testing for a difference in means between clusters of observations identified via k-means clustering. In this setting, classical hypothesis tests lead to…