2 citations · 3 across the 3 of their papers we have counts for
3 papers
An Approach to Nonparametric Inference on the Causal Dose Response Function
Aaron Hudson, Elvin H. Geng, Thomas A. Odeny +3
The causal dose response curve is commonly selected as the statistical parameter of interest in studies where the goal is to understand the effect of a continuous exposure on an ou…
Efficient and Robust Approaches for Analysis of SMARTs: Illustration using the ADAPT-R Trial
Lina M. Montoya, Michael R. Kosorok, Elvin H. Geng +3
Personalized intervention strategies, in particular those that modify treatment based on a participant's own response, are a core component of precision medicine approaches. Sequen…
Variable selection for transportability
Megha L. Mehrotra, M. Maria Glymour, Elvin Geng +2
Transportability provides a principled framework to address the problem of applying study results to new populations. Here, we consider the problem of selecting variables to includ…