3 citations · 3 across the 4 of their papers we have counts for
4 papers
Protocols for Observational Studies: An Application to Regression Discontinuity Designs
Matias D. Cattaneo, Rocio Titiunik
In his 2022 IMS Medallion Lecture delivered at the Joint Statistical Meetings, Prof. Dylan S. Small eloquently advocated for the use of protocols in observational studies. We discu…
On Rosenbaum's Rank-based Matching Estimator
Matias D. Cattaneo, Fang Han, Zhexiao Lin
In two influential contributions, Rosenbaum (2005, 2020) advocated for using the distances between component-wise ranks, instead of the original data values, to measure covariate s…
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023)
Matias D. Cattaneo, Xinwei Ma, Yusufcan Masatlioglu
Barseghyan and Molinari (2023) give sufficient conditions for semi-nonparametric point identification of parameters of interest in a mixture model of decision-making under risk, al…
A Guide to Regression Discontinuity Designs in Medical Applications
Matias D. Cattaneo, Luke Keele, Rocio Titiunik
We present a practical guide for the analysis of regression discontinuity (RD) designs in biomedical contexts. We begin by introducing key concepts, assumptions, and estimands with…