970 citations · 1.5k across the 39 of their papers we have counts for
4 papers · 1 filter
A Regression Discontinuity Design for Ordinal Running Variables: Evaluating Central Bank Purchases of Corporate Bonds
Fan Li, Andrea Mercatanti, Taneli Makinen +1
Regression discontinuity (RD) is a widely used quasi-experimental design for causal inference. In the standard RD, the assignment to treatment is determined by a continuous pretrea…
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…