14 citations · 82 across the 28 of their papers we have counts for
5 papers · 1 filter
Randomization Tests in Observational Studies with Staggered Adoption of Treatment
Azeem Shaikh, Panos Toulis
This paper considers the problem of inference in observational studies with time-varying adoption of treatment. In addition to an unconfoundedness assumption that the potential out…
A Graph-Theoretic Approach to Randomization Tests of Causal Effects Under General Interference
David Puelz, Guillaume Basse, Avi Feller +1
Interference exists when a unit's outcome depends on another unit's treatment assignment. For example, intensive policing on one street could have a spillover effect on neighboring…
Asymptotic Validity and Finite-Sample Properties of Approximate Randomization Tests
Panos Toulis
Randomization tests rely on simple data transformations and possess an appealing robustness property. In addition to being finite-sample valid if the data distribution is invariant…
Minimax designs for causal effects in temporal experiments with treatment habituation
Guillaume Basse, Yi Ding, Panos Toulis
Randomized experiments are the gold standard for estimating the causal effects of an intervention. In the simplest setting, each experimental unit is randomly assigned to receive t…
Randomization tests for peer effects in group formation experiments
Guillaume Basse, Peng Ding, Avi Feller +1
Measuring the effect of peers on individuals' outcomes is a challenging problem, in part because individuals often select peers who are similar in both observable and unobservable…