257 citations · 344 across the 21 of their papers we have counts for
5 papers · 1 filter
Exact Bias Correction for Linear Adjustment of Randomized Controlled Trials
Haoge Chang, Joel Middleton, P. M. Aronow
In an influential critique of empirical practice, Freedman (2008) showed that the linear regression estimator was biased for the analysis of randomized controlled trials under the…
Nonparametric identification is not enough, but randomized controlled trials are
P. M. Aronow, James M. Robins, Theo Saarinen +2
We argue that randomized controlled trials (RCTs) are special even among settings where average treatment effects are identified by a nonparametric unconfoundedness assumption. Thi…
On the reliability of published findings using the regression discontinuity design in political science
Drew Stommes, P. M. Aronow, Fredrik Sävje
The regression discontinuity (RD) design offers identification of causal effects under weak assumptions, earning it a position as a standard method in modern political science rese…
Dyadic Clustering in International Relations
Jacob Carlson, Trevor Incerti, P. M. Aronow
Quantitative empirical inquiry in international relations often relies on dyadic data. Standard analytic techniques do not account for the fact that dyads are not generally indepen…
Inference in Spatial Experiments with Interference using the SpatialEffect Package
Cyrus Samii, Ye Wang, Jonathan Sullivan +1
This paper presents methods for analyzing spatial experiments when complex spillovers, displacement effects, and other types of "interference" are present. We present a robust, des…