27 citations · 116 across the 29 of their papers we have counts for
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math.ST2017★ 27 cited
Overlap in Observational Studies with High-Dimensional Covariates
Alexander D'Amour, Peng Ding, Avi Feller +2
Estimating causal effects under exogeneity hinges on two key assumptions: unconfoundedness and overlap. Researchers often argue that unconfoundedness is more plausible when more co…
math.ST2016★ 4 cited
Decomposing Treatment Effect Variation
Peng Ding, Avi Feller, Luke Miratrix
Understanding and characterizing treatment effect variation in randomized experiments has become essential for going beyond the "black box" of the average treatment effect. Nonethe…