43 citations · 113 across the 10 of their papers we have counts for
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stat.ME2021
More powerful selective inference for the graph fused lasso
Yiqun T. Chen, Sean W. Jewell, Daniela M. Witten
The graph fused lasso -- which includes as a special case the one-dimensional fused lasso -- is widely used to reconstruct signals that are piecewise constant on a graph, meaning t…
stat.ME2021★ 10 cited
Tree-Values: selective inference for regression trees
Anna C. Neufeld, Lucy L. Gao, Daniela M. Witten
We consider conducting inference on the output of the Classification and Regression Tree (CART) [Breiman et al., 1984] algorithm. A naive approach to inference that does not accoun…