Search Results for author: Daniela M. Witten

Found 2 papers, 2 papers with code

Selective inference for k-means clustering

2 code implementations29 Mar 2022 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.

Clustering

Tree-Values: selective inference for regression trees

1 code implementation15 Jun 2021 Anna C. Neufeld, Lucy L. Gao, Daniela M. Witten

A naive approach to inference that does not account for the fact that the tree was estimated from the data will not achieve standard guarantees, such as Type 1 error rate control and nominal coverage.

regression

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