10 citations · 18 across the 8 of their papers we have counts for
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stat.ME2017
Estimating Causal Moderation Effects with Randomized Treatments and Non-Randomized Moderators
Kirk Bansak
Researchers are often interested in analyzing conditional treatment effects. One variant of this is "causal moderation," which implies that intervention upon a third (moderator) va…
stat.ME2016
Comparative Causal Mediation and Relaxing the Assumption of No Mediator-Outcome Confounding: An Application to International Law and Audience Costs
Kirk Bansak
Experiments often include multiple treatments, with the primary goal to compare the causal effects of those treatments. This study focuses on comparing the causal anatomies of mult…
stat.ME2016
A Generalized Approach to Power Analysis for Local Average Treatment Effects
Kirk Bansak
This study introduces a new approach to power analysis in the context of estimating a local average treatment effect (LATE), where the study subjects exhibit noncompliance with tre…