11 citations · 33 across the 9 of their papers we have counts for
8 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…
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…
Design and analysis considerations for cohort stepped wedge cluster randomized trials with a decay correlation structure
Fan Li
A stepped wedge cluster randomized trial is a type of longitudinal cluster design that sequentially switches clusters to intervention over time until all clusters are treated. Whil…
A bracketing relationship between difference-in-differences and lagged-dependent-variable adjustment
Peng Ding, Fan Li
Difference-in-differences is a widely-used evaluation strategy that draws causal inference from observational panel data. Its causal identification relies on the assumption of para…
Double-Robust Estimation in Difference-in-Differences with an Application to Traffic Safety Evaluation
Fan Li
Difference-in-differences (DID) is a widely used approach for drawing causal inference from observational panel data. Two common estimation strategies for DID are outcome regressio…