739 citations · 1.8k across the 34 of their papers we have counts for
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stat.ME2020★ 2 cited
Deconfounding and Causal Regularization for Stability and External Validity
Peter Bühlmann, Domagoj Ćevid
We review some recent work on removing hidden confounding and causal regularization from a unified viewpoint. We describe how simple and user-friendly techniques improve stability,…
stat.ME2020
Multicarving for high-dimensional post-selection inference
Christoph Schultheiss, Claude Renaux, Peter Bühlmann
We consider post-selection inference for high-dimensional (generalized) linear models. Data carving (Fithian et al., 2014) is a promising technique to perform this task. However, i…