6 citations · 17 across the 9 of their papers we have counts for
Showing 2019 · stat.APShow all
2 papers · 2 filters
stat.AP2019
Partially Pooled Propensity Score Models for Average Treatment Effect Estimation with Multilevel Data
Youjin Lee, Trang Q. Nguyen, Elizabeth A. Stuart
Causal inference analyses often use existing observational data, which in many cases has some clustering of individuals. In this paper we discuss propensity score weighting methods…
stat.AP2019
Network Dependence Can Lead to Spurious Associations and Invalid Inference
Youjin Lee, Elizabeth L. Ogburn
Researchers across the health and social sciences generally assume that observations are independent, even while relying on convenience samples that draw subjects from one or a sma…