output
20152025
most citedgfoRmula: An R package for estimating effects of general time-varying treatment interventions via the parametric g-formula

98 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 2 cited

Trajectory Inspection: A Method for Iterative Clinician-Driven Design of Reinforcement Learning Studies

Christina X. Ji, Michael Oberst, Sanjat Kanjilal +1

Reinforcement learning (RL) has the potential to significantly improve clinical decision making. However, treatment policies learned via RL from observational data are sensitive to…

stat.ME2020★ 5 cited

Propensity Score Weighting for Covariate Adjustment in Randomized Clinical Trials

Shuxi Zeng, Fan Li, Rui Wang

Chance imbalance in baseline characteristics is common in randomized clinical trials. Regression adjustment such as the analysis of covariance (ANCOVA) is often used to account for…