537 citations · 537 across the 1 of their papers we have counts for
5 papers
Natural Experiments
Rocio Titiunik
The term natural experiment is used inconsistently. In one interpretation, it refers to an experiment where a treatment is randomly assigned by someone other than the researcher. I…
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…
A Practical Introduction to Regression Discontinuity Designs: Foundations
Matias D. Cattaneo, Nicolas Idrobo, Rocio Titiunik
In this Element and its accompanying Element, Matias D. Cattaneo, Nicolas Idrobo, and Rocio Titiunik provide an accessible and practical guide for the analysis and interpretation o…
Regression Discontinuity Designs Using Covariates
Sebastian Calonico, Matias D. Cattaneo, Max H. Farrell +1
We study regression discontinuity designs when covariates are included in the estimation. We examine local polynomial estimators that include discrete or continuous covariates in a…
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…