4 papers
Post-Matching Two-Way Fixed Effects Estimation
Yihong Liu, Gonzalo Vazquez-Bare
When estimating treatment effects with two-way fixed effects (2WFE) models, researchers often use matching as a pre-processing step when the parallel trends assumption is thought t…
Difference-in-Differences Estimators with Continuous Treatments and no Stayers
Clément de Chaisemartin, Xavier D'Haultfœuille, Gonzalo Vazquez-Bare
Many treatments or policy interventions are continuous in nature. Examples include prices, taxes or temperatures. Empirical researchers have usually relied on two-way fixed effect…
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores
Matias D. Cattaneo, Rocio Titiunik, Gonzalo Vazquez-Bare
We introduce the \texttt{Stata} (and \texttt{R}) package \texttt{rdmulti}, which includes three commands (\texttt{rdmc}, \texttt{rdmcplot}, \texttt{rdms}) for analyzing Regression…
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs
Matias D. Cattaneo, Luke Keele, Rocio Titiunik +1
In non-experimental settings, the Regression Discontinuity (RD) design is one of the most credible identification strategies for program evaluation and causal inference. However, R…