most citedCollaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data

9 citations · 24 across the 4 of their papers we have counts for

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stat.AP2017★ 7 cited

Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods

Cheng Ju, Mary Combs, Samuel D Lendle +4

The optimal learner for prediction modeling varies depending on the underlying data-generating distribution. Super Learner (SL) is a generic ensemble learning algorithm that uses c…