63 citations · 70 across the 5 of their papers we have counts for
5 papers
Inference for Group Interaction Experiments
Jiawei Fu, Cyrus Samii, Ye Wang
A common experimental research design is one in which individuals are randomly allocated into groups that then interact under different group-level treatment conditions. We develop…
Generalizing Trimming Bounds for Endogenously Missing Outcome Data Using Random Forests
Cyrus Samii, Ye Wang, Junlong Aaron Zhou
In many experimental or quasi-experimental studies, outcomes of interest are only observed for subjects who select (or are selected) to engage in the activity generating the outcom…
A Practical Guide to Counterfactual Estimators for Causal Inference with Time-Series Cross-Sectional Data
Licheng Liu, Ye Wang, Yiqing Xu
This paper introduces a simple framework of counterfactual estimation for causal inference with time-series cross-sectional data, in which we estimate the average treatment effect…
How to Account for Alternatives When Comparing Effects: Revisiting 'Bringing Education to Afghan Girls'
Dana Burde, Joel Middleton, Cyrus Samii +1
This paper uses a "principal strata" approach to decompose treatment effects and interpret why a schooling intervention that yielded exceptional initial effects yielded substantial…
Design-Based Inference for Spatial Experiments under Unknown Interference
Ye Wang, Cyrus Samii, Haoge Chang +1
We consider design-based causal inference for spatial experiments in which treatments may have effects that bleed out and feed back in complex ways. Such spatial spillover effects…