7 citations · 7 across the 2 of their papers we have counts for
2 papers
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…
stat.CO2017
Scalable Collaborative Targeted Learning for High-Dimensional Data
Cheng Ju, Susan Gruber, Samuel D. Lendle +5
Robust inference of a low-dimensional parameter in a large semi-parametric model relies on external estimators of infinite-dimensional features of the distribution of the data. Typ…