2 citations · 3 across the 4 of their papers we have counts for
4 papers
Nonparametric Causal Survival Analysis with Clustered Interference
Chanhwa Lee, Donglin Zeng, Michael Emch +2
Inferring treatment effects on a survival time outcome based on data from an observational study is challenging due to the presence of censoring and possible confounding. An additi…
Double Robust Variance Estimation with Parametric Working Models
Bonnie E. Shook-Sa, Paul N. Zivich, Chanhwa Lee +5
Doubly robust estimators have gained popularity in the field of causal inference due to their ability to provide consistent point estimates when either an outcome or exposure model…
Efficient Nonparametric Estimation of Stochastic Policy Effects with Clustered Interference
Chanhwa Lee, Donglin Zeng, Michael G. Hudgens
Interference occurs when a unit's treatment (or exposure) affects another unit's outcome. In some settings, units may be grouped into clusters such that it is reasonable to assume…
G-Formula for Observational Studies under Stratified Interference, with Application to Bed Net Use on Malaria
Kayla W. Kilpatrick, Chanhwa Lee, Michael G. Hudgens
Assessing population-level effects of vaccines and other infectious disease prevention measures is important to the field of public health. In infectious disease studies, one perso…