253 citations · 669 across the 14 of their papers we have counts for
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stat.ME2019★ 1 cited
Resampling-based Confidence Intervals for Model-free Robust Inference on Optimal Treatment Regimes
Yunan Wu, Lan Wang
We propose a new procedure for inference on optimal treatment regimes in the model-free setting, which does not require to specify an outcome regression model. Existing model-free…
stat.ME2019★ 7 cited
A Survey of Tuning Parameter Selection for High-dimensional Regression
Yunan Wu, Lan Wang
Penalized (or regularized) regression, as represented by Lasso and its variants, has become a standard technique for analyzing high-dimensional data when the number of variables su…