25 citations · 30 across the 6 of their papers we have counts for
5 papers · 1 filter
Principal Stratification with Time-to-Event Outcomes
Bo Liu, Lisa Wruck, Fan Li
Post-randomization events, also known as intercurrent events, such as treatment noncompliance and censoring due to a terminal event, are common in clinical trials. Principal strati…
Using propensity scores for racial disparities analysis
Fan Li
Propensity score plays a central role in causal inference, but its use is not limited to causal comparisons. As a covariate balancing tool, propensity score can be used for control…
Power analysis for cluster randomized trials with continuous co-primary endpoints
Siyun Yang, Mirjam Moerbeek, Monica Taljaard +1
Pragmatic trials evaluating health care interventions often adopt cluster randomization due to scientific or logistical considerations. Previous reviews have shown that co-primary…
Balancing Covariates via Propensity Score Weighting
Fan Li, Kari Lock Morgan, Alan M. Zaslavsky
Covariate balance is crucial for unconfounded descriptive or causal comparisons. However, lack of balance is common in observational studies. This article considers weighting strat…
Disease Mapping with Generative Models
Feifei Wang, Jian Wang, Alan E. Gelfand +1
Disease mapping focuses on learning about areal units presenting high relative risk. Disease mapping models for disease counts specify Poisson regressions in relative risks compare…