16 citations · 38 across the 6 of their papers we have counts for
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math.ST2019★ 6 cited
Sparsity Double Robust Inference of Average Treatment Effects
Jelena Bradic, Stefan Wager, Yinchu Zhu
Many popular methods for building confidence intervals on causal effects under high-dimensional confounding require strong "ultra-sparsity" assumptions that may be difficult to val…
stat.ML2019
Censored Quantile Regression Forests
Alexander Hanbo Li, Jelena Bradic
Random forests are powerful non-parametric regression method but are severely limited in their usage in the presence of randomly censored observations, and naively applied can exhi…