970 citations · 1.5k across the 39 of their papers we have counts for
7 papers · 1 filter
swdpwr: A SAS Macro and An R Package for Power Calculation in Stepped Wedge Cluster Randomized Trials
Jiachen Chen, Xin Zhou, Fan Li +1
Background and objective: The stepped wedge cluster randomized trial is a study design increasingly used for public health intervention evaluations. Most previous literature focuse…
PSweight: An R Package for Propensity Score Weighting Analysis
Tianhui Zhou, Guangyu Tong, Fan Li +1
Propensity score weighting is an important tool for comparative effectiveness research.Besides the inverse probability of treatment weights (IPW), recent development has introduced…
Propensity Score Weighting for Causal Subgroup Analysis
Siyun Yang, Elizabeth Lorenzi, Georgia Papadogeorgou +3
A common goal in comparative effectiveness research is to estimate treatment effects on pre-specified subpopulations of patients. Though widely used in medical research, causal inf…
Estimating heterogeneous survival treatment effect in observational data using machine learning
Liangyuan Hu, Jiayi Ji, Fan Li
Methods for estimating heterogeneous treatment effect in observational data have largely focused on continuous or binary outcomes, and have been relatively less vetted with surviva…
Causal Mediation Analysis for Sparse and Irregular Longitudinal Data
Shuxi Zeng, Stacy Rosenbaum, Elizabeth Archie +2
Causal mediation analysis seeks to investigate how the treatment effect of an exposure on outcomes is mediated through intermediate variables. Although many applications involve lo…
Is being an only child harmful to psychological health?: Evidence from an instrumental variable analysis of China's One-Child Policy
Shuxi Zeng, Fan Li, Peng Ding
This paper evaluates the effects of being an only child in a family on psychological health, leveraging data on the One-Child Policy in China. We use an instrumental variable appro…