148 citations · 196 across the 16 of their papers we have counts for
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stat.ME2022★ 1 cited
Prognostic Covariate Adjustment for Binary Outcomes Using Stratification
Alyssa M. Vanderbeek, Jessica L. Ross, David P. Miller +1
Covariate adjustment and methods of incorporating historical data in randomized clinical trials (RCTs) each provide opportunities to increase trial power. We unite these approaches…
stat.ML2022
Lassoed Tree Boosting
Alejandro Schuler, Yi Li, Mark van der Laan
Gradient boosting performs exceptionally in most prediction problems and scales well to large datasets. In this paper we prove that a ``lassoed'' gradient boosted tree algorithm wi…