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stat.ME2026
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…
stat.ME2025
Causal Inference in Longitudinal Data under Unknown Interference
Ye Wang, Michael Jetsupphasuk
In longitudinal studies where units are embedded in space or a social network, interference may arise, meaning that a unit's outcome can depend on treatment histories of others. Th…
stat.ME2024
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…