5 citations · 11 across the 6 of their papers we have counts for
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stat.ME2023
Approximate Balancing Weights for Clustered Observational Study Designs
Luke Keele, Eli Ben-Michael, Lindsay Page
In a clustered observational study, a treatment is assigned to groups and all units within the group are exposed to the treatment. We develop a new method for statistical adjustmen…
stat.ME2023★ 3 cited
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…
stat.ME2014
Variable-Ratio Matching with Fine Balance in a Study of Peer Health Exchange
Luke Keele, Sam Pimentel, Frank Yoon
In observational studies of treatment effects, matched samples are created so treated and control groups are similar in terms of observable covariates. Traditionally such matched s…